Learning Methods Tool

 
This tool displays different learning methods and how much employees rely on them. Methods are organized according to RedThread's employee development framework. To learn more about choosing learning methods that fit read the associated report, Choosing Learning Methods that "Fit" Your Org.

Explore the tool by:

• Filtering by demographics to see percentage of respondents rely on methods by data cut.
• Clicking the circular arrow to clear filters and start over.
• Hovering over any field to see a definition of that term.

In September 2022, we convened a roundtable for leaders to discuss how organizations should rethink their performance management practices within a hybrid work environment. This session was part of our ongoing study on modern performance management.

Thank you to all who participated, shared your experiences, and learned from one another!

The state of work

We started the discussion by setting a context around

• Changing employee expectations
• The struggles faced by managers
• Falling employee engagement levels
• The continuing challenges around retention and turnover

We shared our latest research on the topic, using our framework to help organizations think about performance management for a hybrid work environment—the “3C” framework.

Organizations should focus on culture, capability of managers, and connection.

Figure 1: The “3C” model for performance management in a hybrid work environment | RedThread Research, 2022

The overall discussion resulted in rich insights. To help understand how organizations should rethink performance management as they build long-term hybrid work policies, we focused on 3 areas:

• Culture: What is the role of culture in enabling employee performance in a hybrid work environment? How should organizations rethink their culture?
• Connection: What’s the role of connection between managers and employees in driving performance in a hybrid workplace? How can organizations enable such connections?
• Capability of managers: How has the role of managers changed, now that they are enabling performance in a hybrid workplace? How can organizations support managers in this role?

Key Takeaways

The roundtable generated a number of insights we thought worth highlighting. Here are our top 4 takeaways.

Understand the “Why” behind your performance management

A major theme was that leaders need to understand the purpose behind their performance management practices. Participants agreed that it was important for organizations to go back to their value proposition and be clear about what kind of organization they want to be. As one participant explained,

“Culture is where you start—not something where you add. You have to start with what culture you are enabling and what process or system you use to enable that culture. So often we do it backwards.”

Participants also discussed the powerful role culture plays in reinforcing desired behaviors and mitigating those that are not. By designing performance management practices around the culture and values important to the organization, leaders can drive employee engagement, enable constructive feedback, and provide deeper meaning and understanding of what they do.

Individuals have just as much responsibility for managing performance as managers

The role of individuals in their own performance management was a topic that came up frequently. Participants shared that managers and individuals need to be on the same page about taking equal responsibility for driving performance. As one of the participants put it,

“The age-old notion that the ownership of performance lies solely with managers needs to change.”

Individuals should also be accountable for building their connections. Participants agreed that while an organization can help identify which critical connections need to be built, individuals are responsible for building them.

Connections need to be intentional

Participants shared how connections have become integral to performance management in a remote work environment. Several of them spoke about practices that they have adopted to make connection building a part of their performance management and, as a result, part of their overall culture.

One of the participants explained,

“When we’re remote we tend to go straight to work. We need to be more intentional about how we’re spending our time and how we’re connecting.”

One of the leaders shared that their organization has created accountability maps that identify and tag the people that an individual needs to know to be successful in their role.

Technology can help build connections, but cannot be a substitute for meaningful conversations

Participants shared how they are using technology to drive opportunities for connection. For example, one of the leaders is leveraging tools to nudge people to have regular 1:1s and remind leaders if too much time has passed since they last connected with employees. Organizational network analysis was shared as an example of technology that can help organizations drive connections and uses metrics that show their impact on the business. One of the leaders explained,

“Organizations need to embrace the power of technology in helping drive connections and opportunities. With high burnout, relying on individuals to make connections can easily fall by the wayside.”

Another participant shared an example of a framework their company introduced to help managers establish trust and transparency and remove barriers that prevent employees from achieving their goals. They embedded the framework as part of existing processes through their technology, so that people don’t see it as an extra thing they need to do.

We were grateful for the open and vulnerable discussion during this roundtable. We welcome your suggestions, thoughts, and feedback at [email protected]

 

In September 2022, we convened a roundtable for leaders to discuss how organizations can more effectively enable connection in the workplace. This session was part of our research into connection at work.

Thank you to all who participated, shared their experiences, and learned from one another.

Why is connection important?

To frame the conversation, we discussed why connection is important—both personally for roundtable participants and for their organizations. Participants commented that connection is:

• Personally fulfilling
• A deciding factor when joining an organization
• Essential for productivity, team effectiveness, innovation, and wellbeing
• Important for strengthening culture in a hybrid environment; at the core of creating a powerful culture
• Key to learning and trust

Participants noted that loss of connection isn’t purely a pandemic problem—loneliness, disconnection, and isolation were on the rise before 2020. Rather, the pandemic exacerbated an existing trend. And as one participant put it, leaders in this roundtable were “in violent agreement” that strengthening connection in the workplace is now one of the most important challenges facing many organizations today.

This roundtable aimed to help leaders answer the question: How can organizations most effectively enable connection?

To answer this question, we discussed the roles that systems, leaders, individuals, tech, and data might play in enabling connection:

• Systems. How can existing systems and processes be used to foster connection in an organization?
• Leaders. What’s the role of senior leaders and managers in building connection? How can organizations support them in this effort?
• Individuals. What’s the role of individuals in fostering connection in the workplace? How can organizations support individuals in this effort?
• Tech & data. How can technology and data be used to foster connection in the workplace?

Key takeaways

The roundtable generated a number of insights we thought worth highlighting. Here are our top 4 takeaways.

Individuals have a responsibility to build connection

Some participants latched onto the idea that individuals have a responsibility to connect. They emphasized that this responsibility is noteworthy because, in their experience, individuals sometimes rely on others to do the connecting. One participant noted:

“One of the things that’s striking to me is that we’re saying, individuals have a responsibility.”

Another agreed:

“Reminding individuals that they actually DO have a responsibility for building connections as well, not relying on others to only connect with you.”

Participants discussed how organizations can support and enable employees in fulfilling this responsibility. The conversation turned to tools and processes that might be used to help employees connect. For example, one participant described the Accountability Partnership Maps they use in their organization to help employees understand whom to connect with:

“You put yourself in the center, and then put different roles around you. Then you ask yourself: Who do I need to connect with to be successful in my job? Which are the most important connections? Then you color code those relationships, red / yellow / green, in terms of how strong the relationship is.”

Participants noted that tools like the Accountability Partnership Map help employees understand where to focus their limited time to build connections that will help them be successful in their roles and careers.

Connection must be embedded in what’s already happening

Participants emphasized the fact that although most people agree connection is important, they’re also overwhelmed by all that’s already on their plates. Making connection one more thing they have to do is unhelpful and, frankly, unlikely to get the results that leaders or employees might hope for.

So, instead of making connection an extra program or task that managers and employees are asked to complete, some participants are embedding connection opportunities into existing processes like onboarding, career planning, and manager support resources.

Other participants have seen success making networking more intentional by associating trainings with buddy programs, peer mentoring, or actual mentoring and coaching.

Participants also noted that organizations should implement processes that encourage connection, but at least some of these must make space for organic, informal connections. Connections can’t all be formal, and they certainly shouldn’t feel forced. As one participant wrote:

“The moment is forced, it drives disconnection.”

Finally, participants pointed out that connection opportunities should happen inside whatever technologies employees are already working in—not in separate systems.

Leaders set the tone

If individuals have a responsibility to connect, leaders have an outsized influence on whether and how connection happens in an organization. The ways that leaders connect with each other and with their reports will trickle down to the rest of the organization—behaviors cascade down.

Leaders, therefore, have a responsibility to role model connection. They set the stage and expectations for how others connect. One participant wrote that leaders can:

“Create space for connection, model connection, invest in experiences and opportunities,  encourage connection in creative ways, understand the importance of and build in every day micro-moments to create opportunities, understand that connection looks different for different people.”

Some participants noted that in order to role model and set the tone in the right way, leaders need to feel connected themselves.

Others pointed out that although these behaviors may come naturally to some leaders, others need practice and support—and might be embarrassed or afraid to ask for help. Organizations can support leaders in role modeling expected behaviors by providing tools, best practices, and guidance. Guidance might look like:

• Talk tracks for 1 to 1 conversations with reports
• Regular nudges on why it’s important for managers to connect
• Recognition of leaders who role model connection
• Senior leaders telling stories about how they build connection, when they’ve made mistakes around connection and what they learned
• Helping leaders understand the biases they may have about whom to connect with and how to connect with different types of people
• Providing tools and tech that make it easy to connect, especially remotely

Participants noted that in order for leaders to forge relationships, they need time:

“You can't microwave a relationship – it takes time.”

Participants noted that leaders must be given permission, support, and time to build meaningful connections.

Connection shouldn’t be left to chance

Participants discussed the fact that pre-pandemic, many connections were developed organically. Relationship-building chats could happen in the break room, at the water cooler, in the hallway, or just before or after meetings.

Now, participants claimed, organic opportunities for connection are much rarer. So they must be intentionally built into the ways people work these days. One participant wrote in the chat:

“In remote work, individuals need to be far more intentional about pursuing connection.  It used to occur more passively / organically, but I'm seeing less of that now.”

Some participants suggested that tech and data can be used to enable connection more intentionally. Perhaps most obviously, tech enables asynchronous communication and collaboration, which helps with some kinds of connection. One participant shared the example that in their organization, some employees are using virtual coworking spaces, where people are working together but aren’t located in the same place. This can create a sense of connection and community while enabling people to work remotely.

As another example, tech can match employees for any number of things—coffee chats, mentoring, projects / gigs, etc.—at a scale that would be difficult to manage manually.

Others in the discussion noted that having data about who’s engaged, who’s connected with whom, how healthy teams are, and so on can help leaders be targeted in their efforts to enable people to connect.

We were grateful for the open and vulnerable discussion during this roundtable. We welcome your suggestions, thoughts, and feedback at [email protected]

 

We reviewed more than 20 recent academic, business, and news articles and reports on performance management (PM) to understand the state of the current conversation. We limited our review to the past 12 months, as we conducted a literature review on this same topic last year.

This short article summarizes what we found:

• 4 major themes from the literature
• 5 critical articles we think you should explore
• A complete list of the articles we reviewed

Major Themes

From the literature we reviewed, we identified 4 major themes that reflect the current state of performance management, including how some organizations are changing it and where it is headed:

1. Performance management is starting to look more like performance development
2. Connections are becoming integral to performance management
3. Continuous performance management is here to stay
4. Organizations are unsure about how to move ahead

Performance management is starting to look more like performance development

Recent literature highlights the need for organizations to adjust their performance management (PM) practices to help individuals and teams perform effectively in a remote or hybrid environment. One approach suggested in the literature is to make career growth and development an integral part of PM. Recent findings reveal that growth and advancement opportunities are a leading cause of ongoing attrition. For example, McKinsey & Company found that employees leave when uncaring leaders don’t provide career development.

Another approach suggested in the literature is to provide clarity around organizational goals and ensure alignment through transparency and access to information. By being clear about desired outcomes, organizations can make sure employees are setting appropriate and achievable goals.

Connection is becoming integral to performance management

Recent literature, including our own, shows that the connection between the manager and employee has emerged as a critical factor for enabling performance in a hybrid work world. The role of manager-employee relationships in motivating and engaging employees has been highlighted by many in the past.

We also found articles that talk about the role of connections that employees have with their colleagues, leaders, and the organization in driving collaboration and, thus, enabling performance in a remote or hybrid work environment. The literature stresses the need for organizations to be intentional about fostering these connections, for example, by implementing performance management practices that encourage relationship-building.

Continuous performance management is here to stay

The pandemic accelerated the trend toward adopting a continuous approach to PM. We identified articles that shared examples of companies that eliminated or suspended the annual performance review and started conducting frequent check-ins and providing real-time feedback once they shifted to remote work.

The literature stresses the importance of communicating and providing development resources to employees in real time in a hybrid work environment, because of its positive impact on employee engagement. It also helps managers gain greater insight into their employees’ work and better meet their needs. Continuous feedback and employee check-ins are an integral part of this approach.

Organizations are unsure about how to move ahead

Quite a few articles covered companies returning to or updating practices around performance ratings and annual reviews to identify low-performers and areas of low productivity—practices that had been paused or replaced with frequent check-ins during the pandemic. In these cases, the practices are in addition to (rather than replace) the frequent check-ins and feedback practices adopted during the pandemic.

One explanation for the re-adoption of these practices is rising inflation and slow growth in some industries, resulting in the need to freeze hiring, cut the workforce, and reduce costs. As some companies double down on productivity and cost-cutting measures, it remains to be seen whether the frequent feedback and check-in process set during the pandemic will stay in the mix.

5 articles you should explore

From the literature we reviewed, 5 articles (listed below) in particular represent the 4 themes above and contain valuable and intriguing information.

Network effects: How to rebuild social capital and improve corporate performance

Taylor Lauricella, John Parsons, Bill Schaninger, and Brooke Weddle

“When teams feel connected, they tend to get more work done and do it faster… Social capital matters to an organization’s performance.”

This article highlights the vital role connections play in employee productivity and knowledge gain. Based on data collected in early 2022, the study shines light on the state of social capital, how it declined during the pandemic, and how companies can build it back.

Performance management shouldn’t kill collaboration

Heidi K. Gardner and Ivan Matviak

“Giving equal weight to financial outcomes and development underscores the importance of learning and growth.”

This article highlights the importance of cross-silo collaboration for employee performance and development, especially in sales organizations, and how current PM practices discourage it. The authors describe the common mistakes that undermine collaboration and provide steps companies can take to counter them.

How to conduct a great performance review

Frank V. Cespedes

“The biggest impact from performance conversations is often what happens after the review. Too often, nothing happens: The review is an isolated annual event and therefore has little real impact.”

This article is timely and informative, especially as some companies begin re-adopting annual and bi-annual performance reviews. It walks through the do’s and don’t’s of an effective review, highlighting the need to accompany it with ongoing feedback on progress towards goals and coaching for professional growth and development.

Why Organizations Are Adopting Continuous Performance Management

Lars Hyland

“The annual appraisal still plays an important role in the performance management process. It’s just not the only process anymore.”

This article explains continuous performance management and why it is important for organizations to adopt it. It then shows how companies can get it right and some the ways to incorporate it into the talent strategy.

Dump traditional reviews to better measure performance

Amy Leschke-Kahle

“It may be hard to imagine abandoning decades of tradition and big investments in old-fashioned performance reviews, but the world of work has changed. How we measure employee performance needs to keep up with the lightning-fast speed of change.”

This article examines how traditional ways of reviewing performance fail, as they often focus on whether an employee was able to meet their annual goals and are based on infrequent feedback and meetings. Instead, the author suggests organizations move towards measuring performance by collecting frequent quantitative performance data.

Wrap up

The current literature covers many emerging trends and provides information on how companies are adapting their PM practices. However, we found it lacks insights into the specific practices that impact employee performance in a hybrid work environment and how organizations can start to adopt them.

Complete List of Reviewed Articles

1. “How to Conduct a Great Performance Review”, Frank V. Cespedes, Harvard Business Review, 2022.
2. “Performance management outlook 2023: The shift towards performance enablement”, Mohamed Ameen, Talent Management, 2022.
3. “6 ways to ensure your team achieves corporate goals”, Andrew Kenney, FM Magazine, 2022.
4. “Performance Management Shouldn’t Kill Collaboration”, Heidi K. Gardner and Ivan Matviak, Harvard Business Review, 2022.
5. “Mark Zuckerberg braces Meta employees for ‘intense period’”, Alex Heath and David Pierce, The Verge, 2022.
6. “Proof versus potential: Why women must work harder to move up”, Katie Bishop, BBC, 2022.
7. “Women Aren’t Promoted Because Managers Underestimate Their Potential”, Kelly Shue, Yale Insights, 2021.
8. “Why it may be time to ditch annual performance reviews”, Arden Madsen, Fast Company, 2022.
9. “The Importance Of Performance Management”, Arijana Koskarova, Forbes, 2022.
10. “Performance reviews aren't dead – they just need a shakeup”, Amanda Woodard, HRD, 2022.
11. “Dump Traditional Reviews to Better Measure Performance”, Amy Leschke-Kahle, MIT Sloan Management Review, 2022.
12. Gone for now, or gone for good? How to play the new talent game and win back workers, Aaron De Smet, Bonnie Dowling, Marino Mugayar-Baldocchi, and Bill Schaninger, McKinsey, 2022.
13. “Goldman Sachs is bringing back its infamous performance reviews, but experts say it’s a poor management strategy: ‘Exemplary leaders are not going to give up on low performers’”, Aman Kidwai, Fortune, 2022.
14. “Google CEO tells employees productivity and focus must improve, launches ‘Simplicity Sprint’ to gather employee feedback on efficiency”, Jennifer Elias, CNBC, 2022.
15. Network effects: How to rebuild social capital and improve corporate performance, Taylor Lauricella, John Parsons, Bill Schaninger, and Brooke Weddle, McKinsey, 2022.
16. “Performance Development in a Remote or Hybrid Workplace”, MIT Human Resource, 2022.
17. “Redesigning performance management for a hybrid workplace”, Kat Boogaard, Culture Amp, 2022.
18. “6 Ways to Make Performance Reviews More Fair”, Paola Cecchi-Dimeglio, Harvard Business Review, 2022.
19. The Great Attrition is making hiring harder. Are you searching the right talent pools?, Aaron De Smet, Bonnie Dowling, Bryan Hancock, and Bill Schaninger, McKinsey, 2022.
20. “The three C’s of effective performance management”, Ian White, People Matters, 2022.
21. “Top Three Trends In Performance Management In 2022”, Jessica Kriegel, Forbes, 2022.
22. “Five Lessons In Building A Hybrid Workplace For The Future Of Work”, Jeanne Meister, Forbes, 2022.
23. “Why Organizations Are Adopting Continuous Performance Management”, Lars Hyland, Training Industry, 2021.

Many organizations are experiencing a connection crisis spurred by the COVID-19 pandemic. As ways of working changed in the course of the pandemic, employees lost connection with one another and their organizations. Employees and organizations recognize that's not a good thing: Loss of connection has consequences for employee engagement and well-being as well as organizational performance.

That's why we're researching connection in the workplace. We want to know how organizations can foster connections that will help them thrive.

As part of this research, we reviewed over 50 academic and business articles, reports, and books. We wanted to understand the state of the current conversation so that our research can contribute as helpfully and thoughtfully as possible. This short article summarizes what we found, including

• 5 major themes from the literature
• 5 critical articles we think you should explore
• A complete list of the articles we reviewed

Major themes

5 themes emerged from the literature on connection at work. Each is discussed below, with links to articles that support the overarching theme.

Connection is a big deal

The literature we looked at generally agreed that connection is important for employees and organizations alike. A few striking data points to support this finding:

• Employee recognition firm O.C. Tanner reported that weekly one-to-one meetings with managers during uncertain times (like the COVID-19 pandemic) lead to a 54% increase in engagement, a 31% increase in productivity, a 15% decrease in burnout, and a 16% decrease in depression among employees.
• WorkHuman’s research associated connection with a greater sense of purpose, more collaboration, and decreased turnover intention.
• McKinsey & Company found that employees who feel more connected with colleagues are 1.5x more likely to report both engagement and a sense of belonging at work.
• According to BetterUp’s 2022 Insights Report, highly connected employees experience 34% higher goal attainment, a 36% boost in well-being, and 92% more professional growth.

These stats give color and detail to the overall sense we got from the literature, which was: connection is associated with things like more innovation and creativity, a culture of inclusion and belonging, higher employee engagement, less burnout, lower turnover intention, and higher productivity. The literature agrees that connection is good for employees, and it’s good for business.

Loss of connection isn’t just a pandemic problem—but the pandemic made it worse

Even before the pandemic started, there was a body of literature reporting an increase in disconnection and loneliness at work and assessing its consequences. Back in 2019, Karyn Twaronite and the EY Belonging Barometer team found that 40% of people felt isolated at work. In early 2020, Cigna reported that 62% of US workers could be considered lonely, at an estimated cost to the US economy of over $406 billion a year. And just before the pandemic began, researchers Hadley and Mortensen revealed that 76% of workers said they had difficulty connecting with their teammates, and 58% agreed with the statement “My social relationships are superficial at work.”

As with many other areas of work, the pandemic accelerated an existing trend: It made the connection crisis much worse. The literature points out 2 primary reasons for this accelerated loss of connection:

• As employees adjusted to the pandemic, they “turtled up,” as researchers King and Kovacs put it. That is, employees maintained and even strengthened ties with close colleagues, while letting their weaker connections to acquaintances wither.
• Lost connections weren’t replaced by new ones. It’s natural for some connections to fade over time. But the pandemic didn’t allow them to be replaced as they normally would be.

As a result of these lost connections, one study by Buffer found, 52% of people feel less connected to their coworkers since shifting to remote work.

Connection isn’t just one-to-one

Heading into this lit review, we expected the literature to cover interpersonal (one-to-one) relationships more heavily than other types of connection. That’s not what we found. The literature covered a wide range of types of connection, including:

• One-to-one: Relationships between 2 people
• One-to-many: Relationships between 1 person and a group of people
• One-to-organization: An employee’s sense that they belong in the organization and that they’re part of a community
• One-to-work: An employee’s sense of connection to, and meaning in, their own work
• Team-to-team: The relationships between teams in an organization

We were particularly intrigued by the explicit links made in the literature between connection, purpose, community, and belonging. For example, the Center for Equity, Gender & Leadership at Berkeley’s Haas School of Business emphasized that fostering different types of connection can strengthen employees’ sense of belonging and inclusion. McKinsey & Company’s Great Attrition research linked connection to employees’ sense that they’re part of a community. And researchers Blount and Leinwand noted that to accomplish their purpose, organizations must foster silo-breaking connections. Other articles also mentioned that alignment between individual and organizational purpose can strengthen employees’ sense of connection to the organization.

Strengthening connection is everyone’s responsibility

The literature contains a mix of advice for senior leaders, managers, HR leaders, and individual employees. Our interpretation of this mix is that the literature is telling us that everyone in an organization plays a part in, or has a responsibility for, building connection in different ways.

Many articles claimed that fostering connection is one of a manager’s or leader’s primary responsibilities, with motivational speaker John Hall emphasizing that building connections should be at the top of any leader’s priority list. Other articles proposed ways for HR leaders to implement systems and processes to enable connection. A blog by Lumapps, for example, advised HR leaders to create peer mentorship programs, set up communities of practice, and host regular social events.

A smaller, though still noticeable, number of articles were primarily directed at individuals. These articles dispensed advice on networking and forging one-to-one or one-to-many connections, since these connections are within an individual employee’s locus of control.

Connection must be strengthened intentionally

The literature emphasized that, particularly in a hybrid work setting, connections are not going to strengthen themselves. Several articles noted that leaders, managers, and employees must thoughtfully and intentionally put in place processes and systems to foster meaningful (not superficial) relationships.

For example, one article by writer Gwen Moran suggested that organizations start building connection at employee onboarding. A few mentioned the importance of documentation and communication—consistently taking and disseminating meeting notes, sharing detailed rationales for decisions, and setting explicit norms and expectations—to connect employees to what’s going on in the organization.

A final aspect of intentionality in the literature had to do with time. Some articles noted that building meaningful relationships takes time, and many of the interactions that employees have today are transactional or superficial. These articles advised leaders and employees to set aside time to nurture deep, human connections. For example, one article by organizational psychologist Juliette Holt-Lunstad argued that employers need to go beyond simply increasing opportunities for interaction and instead take steps to foster high-quality interactions that build high-quality relationships.

5 articles you should explore

Of the literature we reviewed, several pieces stood out. Each of the articles below contains information that we found useful or intriguing. We learned from their perspectives and encourage you to do the same.

“Network effects: How to rebuild social capital and improve corporate performance”

T. Lauricella, J. Parsons, B. Schaninger, and B. Weddle.

“It’s imperative… that business leaders manage social capital in the same way they manage financial, human, and other forms of corporate capital: systematically and intentionally.

This data-rich article advises leaders to interrogate the systems of social capital in their organization through 3 lenses: motivation, access, and ability. Are employees motivated to build and maintain relationships? Do they have access to the right relationships? And do they have the ability to build those relationships?

“What a year of WFH has done to our relationships at work”

N. Baym, J. Larson, and R. Martin.

"Those who said their interactions with colleagues have decreased this year were less likely to be thriving at things that lead to innovation, like thinking strategically, collaborating or brainstorming with others, and proposing innovative ideas.”

The authors describe how interpersonal connections, especially the types of relationships enabled through chance in-person encounters in the office, were lost in the first year of the pandemic. Managers are key to helping rebuild them.

"Hybrid work: Getting leaders to stay connected with teams"

M. Arena

“As the pandemic lingered, we noticed a decrease in both bonding connections and bridging connections.”

The author explains there are 2 types of connection: bonding connections, which typically occur within a team, and bridging connections, which connect individuals across different teams. Both types of connection were lost during the pandemic, but bridging connections were particularly hard-hit.

“Two years into COVID: The state of human connection at work”

WorkHuman

"The more recently someone has been thanked by a manager and / or peer, the greater their sense of connection to the company culture and their colleagues.”

This report offers tons of data and stats about how connection has been lost during the pandemic, and points to 4 ways to build connection: asking for feedback, communicating values, being human (demonstrating vulnerability), and saying "thank you."

“Are your team members lonely?”

N. Hadley and M. Mortensen

“Working remotely instead of face-to-face can by itself undermine social connections. But that is not the whole story, so resuming in-person work won’t fix the loneliness problem.”

This article reports results from 2 studies, one of which collected data before the pandemic began. The authors argue that face-to-face interactions (i.e., returning to pre-COVID ways of working) will not entirely solve the connection crisis. They make a case for fundamentally redesigning teams to foster meaningful connections.

Complete list of sources

Sources are listed in reverse chronological order.

1. “Network effects: How to rebuild social capital and improve corporate performance”, Lauricella, J. Parsons, B. Schaninger, and B. Weddle, McKinsey & Company, August 2022.
2. “22% of people don’t have any friends at work. Here’s how to change that”, Moran, Fastcompany.com, July 2022.
3. “The 5 things Gen Z is looking for in a job and career”, Fung and A. Yum, entrepreneur.com, July 2022.
4. “The magic of your first work friends”, Goldberg, The New York Times, July 2022.
5. Advancing belonging in organizations: An equity fluent leadership playbook, Smith, J. Sanders, and I. Rustagi, Berkeley Haas EGAL, June 2022.
6. “Employee engagement and resignation: You need a virtual watercooler”, G. Giacomelli, com, June 2022.
7. “How virtual work is accelerating innovation”, Berruti, G. Ho, P. Kirschner, A. Morris, S. Norman, and E. Roth, McKinsey & Company, June 2022.
8. “Hybrid work: Getting leaders to stay connected with teams”, M. Arena, com, June 2022.
9. “Don’t want to lose your Gen Z and millennial talent? Here’s what you can do”, Parmelee, Deloitte, May 2022.
10. “Maintaining network connections”, Gratton, Strategy & Business.com, May 2022.
11. “Purpose at work predicts if employees will stay or quit their jobs”, Amire, greatplacetowork.com, May 2022.
12. “6 tips for creating strong work connections in a hybrid office, according to an expert”, J. Liu, CNBC Make It, April 2022.
13. “Do we still need teams?”, Noonan Hadley and M. Mortensen, Harvard Business Review, April 2022.
14. “Managers can’t do it all”, Gherson and L. Gratton, Harvard Business Review, March-April 2022.
15. “Two years into COVID: The state of human connection at work”, workhuman IQ, March 2022.
16. “We need to talk about why so many people are lonely”, Moran, Fastcompany.com, February 2022.
17. “14 ways to foster connection between employees”, Forbes Council Members, com, January 2022.
18. “How leaders can build connection in a disconnected workplace”, Poswolsky, Harvard Business Review, January 2022.
19. “The neighborhood effect: Implications of hybrid work”, Arena, HRExchangeNetwork.com, January 2022.
20. Connectable: How leaders can move teams from isolated to all in, Jenkins and S. Van Cohen, McGraw Hill, 2022.
21. Rewired: Protecting your brain in the digital age, D. Marci, Harvard University Press, 2022.
22. “The connection crisis: Why community matters in the new world of work”, BetterUp Insights Report 2022.
23. “2022 state of Remote Work”, Buffer, 2022.
24. Rise of the relatable organization, Mercer Global Talent Trends 2022 Study, 2022.
25. “15 tips to create meaningful relationships at work”, Sestric, gobankingrates.com, November 2021.
26. “4 tips for being a ‘connected leader’”, Coultas, Trainingmag.com, October 2021.
27. “‘Great attrition’ or ‘great attraction’? The choice is yours”, A. De Smet, B. Dowling, M. Mugayar-Baldocchi, and B. Schaninger, McKinsey & Company, September 2021.
28. “Why workplace connection matters”, McClure, WorkHuman.com, Sept 2021.
29. “How to keep remote workers from feeling disconnected”, Somers, MIT Sloan, July 2021.
30. “The worker-employer relationship disrupted: If we’re not a family, what are we?”, Schwartz, K. Eaton, D. Mallon, Y. Van Durme, M. Mauptmann, S. Poynton, and N. Scoble-Williams, Deloitte, July 2021.
31. “How to be a leader who connects with others”, Hall, Forbes.com, June 2021.
32. “Help your employees find purpose—or watch them leave”, Dhingra, A. Samo, B. Schaninger, and M. Schrimper, McKinsey & Company, April 2021.
33. “What a year of WFH has done to our relationships at work”, Baym, J. Larson, and R. Martin, Harvard Business Review, March 2021.
34. "Research: We’re losing touch with our networks”, King and B. Kovacs, Harvard Business Review, February 2021.
35. Digital body language: How to build trust and connection, no matter the distance, Dhawan, St. Martin's Press, 2021.
36. “12 effective ways to create a more connected workplace”, Herman, Lumapps, December 2020.
37. “Are your team members lonely?”, N. Hadley and M. Mortensen, MIT Sloan Management Review, December 2020.
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39. “8 tips for leaders to increase connection in their teams (Part 3)”,-C. Ross, October 2020. “Employees need to feel connected: Leaders have to be human”, S. Taherian, Forbes.com, June 2020.
40. Loneliness and its impact on the American workplace, Cigna 2020 Loneliness Index Executive Summary, March 2020.
41. “Only 28% of employees say they feel connected to their company’s purpose”, Schroeder, hrmorning.com, February 2020.
42. “The Value of Belonging at Work”, W. Carr, A. Reece, G. Rosen Kellerman, and A. Robichaux, Harvard Business Review, December 2019.
43. “Why are we here?”, Blount and P. Leinwand, Harvard Business Review, November-December 2019.
44. “Building relationships at work: Why it matters”, Ryba, Quantum Workplace, June 2019.
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46. “6 ways to increase social connection at work”, Sellwood, LinkedIn.com, July 2018.
47. “Fostering social connection in the workplace”, Holt-Lunstad, American Journal of Health Promotion, June 2018.
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Understanding the need for a DEIB–PA partnership

Why focus on the partnership between DEIB and people analytics (PA) leaders?

In the summer and fall of 2020, companies made big promises to improve diversity, equity, inclusion, and belonging (DEIB) in their organizations. At the time, one of our first questions was how organizations would show the progress made on those commitments. While DEIB metrics—measurements designed to understand DEIB—are the obvious answer, how to select, collect, use, and maintain those metrics isn’t so clear.

Thus, our research initiative on DEIB metrics and analytics was born. The first article in this series, “DEIB Analytics: A Guide to Why & How to Get Started,” provides leaders with a plan for how to begin using DEIB metrics and analytics. The second article, “DEIB Metrics: An Essential Guide,” provides definitions of what DEIB metrics are and how they can be used.

This third article in the series focuses on how DEIB and people analytics leaders should partner to identify, measure, maintain, and distribute those DEIB metrics.

Why write an article on this DEIB–PA partnership? For several reasons. As shown in Figure 1, the way that DEIB and PA leaders partner (or not, as in the early days) has changed substantially. PA is increasingly at the center of DEIB metrics efforts as organizations ensure that they have consistent data sets, analysis approaches, and contexts across the board. However, PA leaders shouldn’t do this work without the support of DEIB leaders—since DEIB brings an essential level of theory, nuance, and context to the data. By DEIB and PA leaders partnering, you can clearly and consistently:

• Define terms
• Identify consistent data sources and analysis approaches
• Appropriately interpret data
• Develop targeted and appropriate action steps
• Create ongoing accountability

The combined expertise of DEIB and PA leaders enables you to make all these things happen.

“People Analytics leaders can help answer questions that DEIB leaders didn’t even know how to ask.”

—Hallie Bregman, Owner, The Bregman Group

PA is increasingly central to organizations' DEIB metrics efforts

Despite challenges, there is a known path to partnership

While you should (in theory) collaborate, it doesn’t always seem intuitive for PA and DEIB leaders to work together in practice. Why is this?

• First, many DEIB and PA leaders have historically come from different perspectives, such as social justice for the former, and math or statistics for the latter.
• Second, your individual responsibilities often have very different. Many DEIB leaders, for example, are charged with creating community and connection—and taking a data-driven approach may not be prominent on your radar. By contrast, PA leaders primarily focus on data and measurement; your only experience with DEIB may be through their participation in DEIB-related initiatives.
• Third, your reporting relationships are often very This can result in a poor alignment of priorities and little insight into each other’s work, especially if either DEIB or PA is outside the HR reporting structure.
• Finally, the data used by DEIB in the past hasn’t necessarily been the same as that used by PA—making it more difficult to create alignment on even simple reporting.

All of this culminates in the challenges outlined in Figure 2.

A look at the causes and effects of challenges to DEIB analytics work due to differences between PA and DEIB leaders

Yet, our interviews revealed that common approaches could enable a strong DEIB / PA relationship to develop and thrive.

This article is designed to help DEIB and PA leaders better understand each other—and create a partnership that will enable you to succeed. We identify 3 components of an effective partnership in this article, outline the responsibilities of DEIB and PA leaders and provide specific examples of how to make this relationship more effective. We also provide a series of exhaustive checklists in the appendix to help you get started.

As always, our research is designed to accelerate good ideas within the people management field. Some of the concepts in this article may fit your organization’s unique circumstances, while others may not. Even better, some of these ideas may inspire new insights and approaches.

Whatever your reaction to the work, we’d love to hear about it. Please feel free to reach out to us at [email protected] with any insights, questions, or feedback.

“One of the biggest challenges to a successful DEIB and people analytics partnership is that most DEIB leaders don’t have technical backgrounds. As a result, there is a disconnect between diversity leaders and people analytics leaders.”

—Sean Fay, Co-Founder, The Context Factory

What is DEIB?

Before we dive into the heart of this paper, let’s start by defining what we mean when we say diversity, equity, inclusion, and belonging (see Figure 3). Everyone in your organization should be on the same page when it comes to understanding DEIB—which starts with a single, common set of definitions.

What are DEIB metrics?

Building on the information on the previous page, defining what we mean when referring to DEIB metrics is essential. Figure 4 provides specific definitions for, as well as examples of, metrics for each DEIB area. Everyone in your organization should be on the same page when it comes to understanding DEIB. After introducing a single, common sets of definitions for DEIB, you then need to define and differentiate the metrics for each of the 4 aspects of DEIB.

Building a DEIB—PA partnership

3 practices for building a DEIB–PA partnership

Our interviews with DEIB and PA leaders revealed several things they’re doing to build a successful partnership. We grouped our findings under 3 broad practices, with specific areas that leaders should consider when developing the partnership (see Figure 5).

1. Understand your partner’s context. When starting a new relationship, you must understand how the other team operates. This involves becoming familiar with each other’s reporting and governance structures; specific concerns; priorities; and, responsibilities.\
2. Form a DEIB–analytics partnership by aligning your objectives, responsibilities, and expectations. A partnership built on clarity around who is responsible for what, along with the overall goals, allows you to achieve greater alignment. This becomes easier with both of you supporting each other in your work, as well as among your teams and throughout the organization as a whole.
3. Work together effectively within your organizational network. A successful DEIB–PA partnership is also a result of you both working together with other functions, teams, and leaders within the organization. Remember: You need to be strategic and tactical in building relationships with IT, business leaders, marketing, finance, and other functions to help ensure the success of your work and your partnership.

3 practices for DEIB and PA leaders to adopt to build a successful DEIB-PA partnership

Practice #1: Understanding your partner’s context

DEIB leader’s context: A primer

Before beginning any partnership, you must understand your partner’s circumstances. Let’s start with the DEIB leader’s context.

To start, you need to have a good understanding of the environments in which your DEIB leader works. For example, DEIB leaders typically have up to 5 different stakeholders: employees, customers, suppliers, communities, and shareholders.

Further, in many global organizations, DEIB leaders operate within a complex and demanding governance structure, an example of which is shown in Figure 6. All of these different groups require time with your DEIB leader and their teams. Note: HR—where PA teams often report—is just one of many constituents.

To help you understand your DEIB partner’s context, you should ask them the following:

• To what extent is working with DEIB your full-time or part-time responsibility?
• How big is the DEIB team?
• To whom do you report? How strong is that relationship? What other reporting relationships exist?
• What other resources (e.g., budget, indirect reports, external resources) do you have?
• What experience do you have in collaborating with PA teams on DEIB data?

DEIB leaders operate within a complex and demanding governance structure

PA leader’s context: A primer

Similar to DEIB, PA leaders also work in complicated situations.

As shown in Figure 7, PA leaders interface with various organizational stakeholders, while managing a team of technical experts. Their organizations also tend to have different governance structures (see Figure 8), impacting how they will work with DEIB.

To help you understand your PA partner’s context, you should ask them the following:

• To whom do you report? What other reporting relationships exist?
• What types of services and support does your team offer?
• How is your team structured? What are the types of expertise of the people within that team?
• How long has your team been doing their work?
• What other resources (e.g., budget, indirect reports, external resources) do you have?
• What experience do you have in collaborating with DEIB leaders on DEIB data?

“Our DEI group has great people, but I just don’t know if they are doing what we need right now and don’t know that they even have the skill set to do it. I don’t know how numbers-focused they are or how numbers-focused they should be. Right now, our DEI team is more like project management, focusing on things like benefits. They handle a lot of other stuff versus looking at data.”

—Global people analytics leader, international consumer packaged goods company

PA leaders interface with several organizational stakeholders while managing a team of external technical experts

Organizations often have one of these two types of governance structures for PA—impacting how PA and DEIB interact

“The combination of qualitative and quantitative data is ideal, but at the end of the day there is nothing that data will tell us that we don’t already know as Black people. I know what my experience was as an African-American man who worked for 16 years in roles that weren’t related to improving diversity. It’s as much heart as head in this work.”

—D&I Leader

Appreciate each other’s concerns

It’s one thing to understand each other’s contexts—but it’s another entirely to appreciate your partner’s concerns about working together.

Given the different silos DEIB and PA leaders often work within, it’s easy not to understand your partner and where they’re coming from. Based on our research, we’ve identified some common concerns each can have about the other (see Figure 9).

Be aware: This is a prime opportunity for you to lean in and address those concerns directly with your partner.

In some instances, it can require creating specific protocols or practices to address the concern, such as a standard expectation that new analysis will be reviewed by both partners. In other instances, it may need both groups to engage in certain situations together, such as when interpreting results with a senior HR business partner.

Some of these concerns will likely be addressed when you and your partner align on goals and objectives (we discuss this next). For other concerns, you both may need to acknowledge these exist, and then decide to address them on a case-by-case basis.

Some of the top concerns we heard from DEIB and PA leaders alike were regarding the work, as well as each other

Practice #2: Forming a DEIB–PA partnership by aligning on objectives, responsibilities & expectations

Identifying clear objectives

From the start, perhaps the most crucial item for DEIB and PA teams is to shift their mindsets from being 2 separate teams to being 1 integrated alliance—the DEIB–PA partnership.

While there doesn’t have to be any sort of official creation of a team (or even the naming of one!), these 2 groups must:

• Align around common objectives
• Share insights and learnings freely
• Think of themselves as each contributing equally to the DEIB metrics and analytics effort

To do this, start by ensuring everyone understands the organization’s people priorities for the year— and how those translate into DEIB and PA strategies and objectives.

From there, identify the common objectives and / or where enough overlap exists to articulate new common goals. Share this information broadly within and outside the partnership to enable a broader alignment of stakeholders.

While objectives aren’t always set or aligned at the beginning of the calendar year, it’s still essential for the PA and DEIB leaders to align—even if it means the 2 leaders discuss some hard questions about priorities.

Clarifying specific responsibilities

Another important part of the process of forming the DEIB–PA partnership is to clarify the specific responsibilities of the constituent teams. Figure 10 shows that some responsibilities belong to each group, while others are shared. Note: There may be more responsibilities than those outlined in Figure 11 and some of them could belong to different groups, depending on your organization’s structure.

After identifying the respective responsibilities, next you must put in place those practices or approaches that’ll codify how the shared responsibilities will be executed. For example, will the PA team first develop a list of data-related DEIB definitions and then run it by the DEIB team? And how will new data definitions be added?

Some of these process decisions may be determined by how the PA team supports the DEIB team (see the Uber Real-World Threads for an example). But many of these decisions won’t be, so you need a plan to make sure that all responsibilities are clearly delineated.

Breakdown of responsibilities for DEIB and PA teams individually, as well as those responsibilities shared by both teams

“But to discover the effects of bias in our organizations—and to identify complicating factors within groups, such as class and colorism among Latinos and others—we need to collect and analyze qualitative data, too. Intuition can help us find it. The diversity and HR folks described using their “spidey sense” or knowing there is “something in the water”—essentially, understanding that bias is probably a factor, even though PA doesn’t always prove causes and predict outcomes. Through conversations with employees—and sometimes through focus groups, if the resources are there and participants feel it’s safe to be honest—they reality-check what their instincts tell them, often drawing on their own experiences with bias.”

—Maxine Williams, Global Chief Diversity Officer, Meta

Creating a service-level agreement between partners

As part of identifying relevant responsibilities, the PA leader should put in place a formal service level agreement (SLA) for how PA will work with DEIB. It’s important to align expectations on what and when the PA team can deliver specific services.

Typically, SLAs should include:

• Services offerings. This describes the services provided, the conditions of the service availability (such as time window standards for different levels of service), responsibilities of each party, escalation procedures, and cost / service tradeoffs.
• Management approaches. This defines measurement standards and methods, reporting processes, and contents and frequency.

Some SLAs also include delivery metrics that are reported monthly or quarterly. While this is more common with external vendors, it can be useful for internal relationships—by creating a clear set of standards for the metrics that both parties can refer to if they’re dissatisfied with how things are going.

“When I took on the role of people analytics leader, the feedback we got from our D&I team was that the partnership was not working. The SLA was broken and there was difficulty understanding what the priorities were. The relationship was damaged on both sides, and we had to work on fixing that. Fast forward 3 years and it is one of our strongest and most collaborative relationships. Our D&I team is doing leading-edge work and has played a major role in our culture change at the company, and this has been driven by some really incredible analytics and tools from the PA team. Both our CDO and I would agree that we could not have done it without the other.”

—RJ Milnor, Global Head of People Analytics, Uber

Creating a system for ongoing alignment

DEIB and PA must have a system for ongoing alignment, particularly around requests made of the PA team.

In organizations with a centralized PA team, often a single location exists where requests are recorded before they are triaged to the relevant team or individual, according to the SLA.

“Alignment on the outcomes that you are trying to drive is one of the most critical components that make the partnership between people analytics and the Global Diversity & Inclusion team successful. Our CDO always appreciates insights the people analytics team provides.”

—Dawn Klinghoffer, Vice President of the HR Business Insights, Microsoft

In organizations for which a PA team member sits with the DEIB team, it’s still important to make requests transparent and formal. This enables broader insights into what analysis is being requested—and consistently requested analysis can be systematized. Additionally, the PA person can stay aligned to the broader goals, even if they don’t necessarily have complete visibility into them.

Whatever the exact scenario, PA and DEIB leaders should discuss requests and changes regularly. This communications flow between the partners supports the ongoing alignment of efforts to the highest priority work.

“You cannot get to decision-making without aligning on the basics first. It took 18 months to get us aligned on the definition of ‘headcount’. Unless there’s a single definition, we could not move to the next level of conversation.”

—Product Manager, a large technology company

Supporting each other publicly

Another critical component of the DEIB–PA partnership: The 2 groups publicly support each other.

DEIB metrics are sensitive and subject to scrutiny. So, if DEIB and PA teams don’t present a united front with the data and insights, then it’ll be even harder to get other leaders to act on those metrics.

Some of the ways in which the DEIB–PA partners can communicate their cohesiveness to the organization at-large include:

• Presenting together at large-scale events (e.g., town halls and / or business unit-specific meetings)
• Writing internal articles, blogs, and / or participating in videos on DEIB metrics and progress on them
• Writing external articles and / or presenting together at conferences
• Collaborating on discussions with senior HRBPs and business leaders

Remember: DEIB and PA leaders should defer to their partner when questions are outside their expertise and / or responsibilities. In other words, both partners must have a clear understanding of each other’s strengths in order to be (and appear) collaborative.

Practice #3: Working together effectively within your organizational network

A complicated web of relationships

While it’s incredibly important for DEIB and PA leaders to be aligned and work together effectively, they must also work well with the rest of the organization.

As shown in Figure 12 at least 8 different types of organizational stakeholders could be involved in the work of the DEIB and PA teams. Given this significant number of stakeholders, DEIB and PA leaders must be aligned to reduce confusion and conflict.

From our interviews, we have prioritized these relationships based on the impact and frequency with which DEIB and PA leaders need to work with these groups. Roughly speaking, we have put them into the following categories:

• Top priority. HR, and legal & privacy teams
• Critical priority. Business leaders, IT / centralized data teams, finance, and compensation
• Important priority. Corporate social responsibility, external communications and marketing, and external vendors and consultants

For the rest of this section, we discuss these different stakeholders and why they’re critical. We also outline how DEIB and PA teams can work with each group.

There are various stakeholders for DEIB and PA at differing levels of priority as represented by each stakeholder group

Top-priority relationship: HR

The most crucial relationship that PA and DEIB partners must navigate is with the broader HR function (see Figures 13 and 14).

When PA and DEIB both report to HR, the partnership is much easier—because both functions are aligned with HR’s overall goals.

Further, leaders of both functions have an opportunity to align themselves, so they can achieve those common objectives.

Conversely, it’s far more difficult when PA and DEIB report into different functions—because it becomes much easier to lack upward and horizontal alignment (between DEIB and PA).

In this situation, there’s a significant onus on the PA and DEIB leaders to understand the overall business and talent strategies—and then align their teams’ work to those broader strategies as well as to each other.

Regardless of the reporting relationship, DEIB and PA leaders must understand:

• The overall business and talent strategies
• The CHRO’s responsibilities when it comes to DEIB
• The needs of business units and functions that result from working with individual HRBPs
• How to collaborate with COE leads to integrate DEIB metrics into their work on talent practices
• What support is needed from HRIT to access critical people data
• How DEIB metrics and analytics can help HR operations teams be more effective

When it comes to driving the relationship with HR, both PA and DEIB teams should take equal responsibility.

PA teams should be responsible for identifying the metrics and processing requests, while DEIB should take the lead in influencing talent strategy and practices.

More than 80% of chief diversity officers (CDOs) report either directly to the CEO or CHRO

More than 75% of PA leaders report one level below the organization’s CHRO

Top-priority relationship: Legal & privacy teams

Another critical relationship for the DEIB–PA partners is with the legal and privacy teams, a relationship for which they have equal responsibility in building and maintaining. It’s essential to collaborate early and often with these groups, especially given the sensitivity of DEIB data and variances of privacy laws among different countries.

Based on our interviews, we identified 3 different archetypes of legal and privacy teams (see Figure 15):

1. “The less said, the better.” These leaders see their job as eliminating—as much as possible—any potential risk to the business. An effective way to get them to move on DEIB metrics and analytics is to work with senior business leaders to help these leaders see why this analytical work must be done.
2. “I say no until you convince me to say yes.” These leaders see their job as shutting down any bad or poorly thought- through However, once DEIB and PA leaders develop a clear data collection, analysis, and distribution plan—with a clear business objective, these leaders can be swayed to support DEIB metrics and analytics plans.
3. “I want to help you do this work safely.” These leaders are the ones that all DEIB and PA leaders hope they have. They understand the need for this work, may already have some experience doing it, and collaborate and brainstorm on safe, legal, appropriate solutions.

For example, while PA takes the lead in ensuring appropriate data are collected and shared, DEIB might educate and provide broader context around why it’s important to share the information

We’ve discovered 3 common types of legal and privacy teams that DEIB and PA teams find themselves working with in their organization

Critical relationship: Business leaders

While the DEIB and PA team may be responsible for driving the quantification and interpretation of DEIB metrics and analysis—business leaders must be involved in this work since they (see Figure 16):

• Influence the practices that impact DEIB
• Need to understand the underlying logic of how DEIB is measured so they can encourage it
• May be held accountable for meeting DEIB metrics
• May be fearful of being held responsible for meeting DEIB metrics

Given this situation, DEIB and PA leaders must work with business leaders to understand their perspectives on the current state of DEIB in their part of the business.

Some business leaders are very interested in making progress on DEIB metrics, while it can be a bit of a “check-the-box” activity for others.

Understanding business leaders’ levels of interest in DEIB metrics is essential, so that the analysis and insights can be tailored to what they care about most. Some of our interviewees worked with those more passionate business leaders and developed truly insightful metrics that business leaders used to drive significant changes.

The point is: The person with the strongest relationship, who is most likely to get the business leader's attention, should lead the conversation.

When determining which team (DEIB or PA) will take the lead with business leaders, the decision will be very organization- and leader-specific. In some organizations, PA has the strong data-focused relationship with the business leaders, so bringing DEIB data into the conversation will be very natural. In others, the DEIB leader has a stronger relationship, so it might make sense for the DEIB leader to begin the conversation and then pull in the PA leader when necessary.

In other situations, it may be that the DEIB and PA leaders work with the senior HRBP, as that person has the relationship with the business leader regarding all “people topics.”

“It’s unlikely that a C-suite leader will come to people analytics with a tactical question. Most often, it’s a strategic question based on a business need. It is up to us to translate that into a research question, find out the answer through data, and translate it back into a data-driven story that provides clarity on the larger strategic issue.”

—Jeremy Shapiro, Executive Director, Workforce Analytics, Merck

Several reasons exist as to why business leaders are integral to DEIB analytics

“There is often a hesitation or reluctance on the leader’s part to open their doors to analytics due to fear that it might reveal some unpleasant findings about their business, which makes it hard to establish a good working relationship.”

—People analytics practitioner

Critical relationship: Compensation & finance

Let’s talk first about the compensation team, as this relationship especially matters when looking at pay equity issues.

Pay equity is one of the more approachable DEIB topics to address—meaning that it’s something the centralized organization can influence directly—and different geographies are enacting laws that require pay equity transparency.

Therefore, many organizations address it relatively early in their DEIB journey.

If DEIB or PA already has a working relationship with the compensation team, then it makes sense for that team to lead.

In terms of the DEIB and PA teams’ relationship with the compensation team, a few critical items of focus include:

• Ensuring the compensation data and other DEIB data are consistent
• Being able to put the results of the pay equity analysis into the context of other DEIB metrics and priorities provided to business leaders
• Collaborating with business leaders, compensation, and finance to determine the highest priority compensation adjustment actions
• Working with compensation and finance to identify and align any metrics that’ll be used in compensation decisions

Again, which group (DEIB or PA) leads the relationship with the compensation team will depend on the existing relationships in place.

Turning to the relationship with finance, it’s almost a certainty that the PA team will have experience working with that team due to their other responsibilities.

However, if neither has such a relationship in place, then it makes sense for PA to lead the discussions—as PA leaders are often already well-versed in compensation technicalities and will probably be able to get to the appropriate analysis faster.

“ We were reporting to the C-suite when the CFO made it clear that they did not see any value in our report. Once we walked them through it, the CFO was amazed at the insights and told us that it was a rich discussion. Once we were able to show the value, they became highly engaged in our work.”

—People analytics practitioner

In this vein, the PA team should (with input from the DEIB team) focus on actions, such as:

• Aligning on critical data sources and ensuring data / analysis consistency
• Showing the financial impact of DEIB when needed
• Putting a monetary value on DEIB events / initiatives

“For our CFO, is gold. He is using people analytics to understand what’s on the horizon and if they can forecast better, based on the human capital data. We actually built a CFO dashboard for him. It’s a great relationship to have because he does not see people analytics as a service function. It’s very much a partnership of equals.”

—Head of global people analytics, multinational consumer products company

Critical relationship: Centralized IT & data operations

Centralized IT and data operations teams are important to the DEIB–PA partnership because they can help:

• Access centrally managed technologies and data
• Identify and provide access to novel data sources
• Troubleshoot technical or data-related difficulties
• Share novel data collection, analysis, and distribution practices

From our interviewees, we heard 2 common challenges when it comes to working with centralized IT and data operations (see Figure 17):

• Trust. Many organizations haven’t historically had a data-led PA or DEIB function, so they’re not accustomed to accommodating requests for access to centralized systems or data. Therefore, requests for support are usually met with suspicion.
  Typically, organizations get around this by leveraging senior leaders who can provide a rationale, or by showing the type of work done in the past and how it was used. In addition, providing information on data privacy and security often help.

• Time. Many IT projects were put on hold during the pandemic, and centralized IT and data teams were overwhelmed. Teams have been managing this by reducing project scopes to the most necessary items, finding other resources who could do some of the work, and / or leveraging senior leaders to help with the reprioritization of work.

PA leaders should take the lead—with DEIB’s input—when it comes to driving the relationship with IT and data operations.

The PA team should:

• Share information on how data and technologies will be used to reduce hesitations and fear about data sharing
• Showcase the broader impact of the work on the business overall
• Find additional resources when IT lacks the bandwidth

Time and trust are 2 common challenges experienced by DEIB and PA teams when working with IT and data operations

Important relationship: Corporate social responsibility

The next set of relationships concerns how DEIB metrics and analytics are shared outside the organization. Many companies include DEIB efforts within their corporate social responsibility (CSR) efforts. As a result, communication with that team on appropriate DEIB metrics—some of which may end up in an annual CSR report—is essential.

But there’s more to it than that. As noted in this article by Dr. Rohini Anand, the well-known former Chief Diversity Officer of Sodexo, DEIB and CSR are often working toward similar goals but from different perspectives:

“… We sometimes approach the same goal from different starting points. Take gender equality. We both want it, but D&I might focus more on recruitment and leadership, whereas CSR might focus more on community empowerment. These can seem like different goals, but they are, in fact, merely different approaches to the same end: improving quality of life.”

To that end, it’s essential for DEIB to take the lead in driving this relationship to understand CSR’s goals, and to align the DEIB metrics and analytics approach to support those goals as much as possible. For many organizations, this relationship will likely build over time, with some initial, relatively “easy” shared metrics at the beginning and more complex metrics with time.

The point is to work across organizational silos and to align on a standard set of measurements and approaches. Without this, CSR and DEIB will look poorly in front of business leaders.

The PA team can serve as a subject matter expert (SME) on the appropriate metrics that’ll serve the purpose of both CSR and DEIB. Also, as the relationship between DEIB and CSR matures, PA can be brought in to identify the next-level or more complex metrics, and how they should be shared.

Important relationship: External communications & marketing

While your organization’s CSR team may share some DEIB metrics externally, it’s fairly certain that your external communications and marketing teams will be very involved in any external communication efforts (see Figure 18).

Some organizations release a dedicated DEIB report that needs to be developed in conjunction with the external communications and marketing teams. Others involve the external communications and / or marketing teams when communicating about DEIB metrics in financial reports or other situations.

While these are very pragmatic ways the DEIB–PA partnership may well engage with the external communications and marketing teams, much more possibility exists in this relationship. These teams:

• Are experts in understanding how to tell stories effectively—meaning they could be beneficial to the DEIB and PA teams as they work to creditably tell stories based on data
• Can share resources that might be useful in communicating about DEIB, such as this Diversity Style Guide
• Can also give some larger context to other critical messaging, both within and outside the organization

The relationships with external communications and marketing can provide DEIB and PA with opportunities to tie some of their own messaging to these more prominent topics. This insight can also serve as a starting point for identifying new data types and analyses that the DEIB and PA teams might want to use in the future.

DEIB should take the lead in working with external communications and marketing teams.

As the “natural” owner of DEIB work, DEIB leaders are responsible for crafting the story and messaging around the insights and how they tie to the broader business goals. On their end, PA leaders should help by:

• Providing DEIB leaders with the insights that shed light on the progress of the organizational goals
• Ensuring that the metrics are interpreted and reported accurately
• Answering questions that arise from the external communications and marketing teams

5 ways external communications and marketing teams can help DEIB and PA teams in their work

Important relationship: External vendors & consultants

Many organizations turn to external vendors and consultants when they need:

• An external review / perspective on DEIB metrics
• A separate party to do data collection and analysis so as to maintain privacy / independence
• More bandwidth to complete data collection / analysis / recommendations
• Specific expertise / insights

It’s essential to consider whether the external vendor / consultant relationship will be short- or long-term in nature. Due to the sensitivity of the data, this is especially important to consider with DEIB metrics and analytics.

• Shorter-term contracts may mean the DEIB and PA teams limit the data shared to reduce some of the risks to the
• Longer-term relationships may require some additional data privacy and security

In addition, it’s crucial to get the most relevant internal teams aligned on the reason for bringing in the external vendor / consultant and the scope of that party’s work. We’ve heard of way too many instances in which DEIB practitioners brought in external consultants to do DEIB metrics and analytics work without any consultation with the PA team. As a result, the work effort was wasted because the external team lacked adequate data or nuance to interpret the data in a meaningful way.

While DEIB leaders might often find themselves leading the work when it comes to working with external vendors and consultants, DEIB and PA leaders must work together and take equal responsibility.

Given the long-term nature of identifying, measuring, and distributing DEIB metrics, you must have everyone aligned on the work being done and who’s doing it. This is one of the areas in which it makes sense to go slow in moving forward.

“The DEI team hired a vendor for reporting. The team would send the vendor our SAP data and the vendor would send it back to us in some kind of a format that would be used for reporting. Looking back we can see that the numbers and reporting were very inconsistent.”

—Global People Analytics Director, a multinational consumer products company

You should partner closely to make sure:

• The services and technology offered are truly needed, and aren’t already being done in-house or by previously purchased tech
• A plan is in place as to how the data and findings from the consultant will be used
• Clarity exists around who is ultimately responsible for driving and implementing the recommendations and actions that come out of the review and analysis

“I see people analytics departments outsourcing DEIB analysis to external consultants, who will run multivariate regression models and provide independent assurance. The outcome often shows no significant bias. Well, of course, because there is no policy to pay people differently! I wish DEIB leaders would analyze potential bias in all the moments that matter. Then they will really see what’s happening.”

—Dirk Jonker, CEO and Founder, Crunchr

Next steps

Getting started

Now that you’re familiar with the practices required for a successful DEIB–PA partnership, what should you do next?

The 3 practices should be embedded as part of the broader strategy for both PA and DEIB teams. Here, we offer a few steps that you—as a DEIB or PA leader—can start taking immediately.

Step 1: Do a quick audit of where things currently stand between DEIB and PA with the organization. Some of the questions to help you do this include:

• Is there a formal partnership between DEIB and PA within the organization?
• Does leadership support the relationship if it exists?
• How often do DEIB and PA leaders interact or meet?
• Does senior leadership understand and value PA's role in DEIB?

Step 2: Identify the gaps and build on the practices. Determine the areas in the partnership that need attention and which of the 3 practices discussed earlier should be leveraged. Think through the following questions:

• Do DEIB and PA leaders have a clear line of sight into each other's work?
• Is there clarity between the 2 teams regarding responsibilities and expectations?
• Do you have in place an intake process for DEIB requests, data sharing, and communication of insights?
• What other relationships do DEIB and PA teams need to leverage within the organization?

Step 3: Communicate and share broadly the work you are doing together. Sharing your successes and lessons learned within the partnership is essential to supporting each other. Think through the following questions to understand how you can get started:

• How are we currently sharing our work with others in the organization?
• Is our senior leadership aware of our work's impact on the organization?
• Are there external opportunities we can leverage to showcase our work?
• Are we leveraging resources (e.g., community groups and other industry leaders) to get feedback and insights on what else we should be doing?

We also provide a series of exhaustive checklists for each of the 3 practices in the appendix. Use them as a "grab-and-go" list of actions to start building your own successful DEIB analytics partnership.

“There are people who partner with people analytics reluctantly because they need data, and then there are others who want to work with them and use their brain. Diversity leaders should strive to be in the latter group because only then will they gain the insights needed to be successful in their work.”
Chief Diversity Officer, a global retail company

Final thoughts

Over the last 2+ years, many events, trends, and changes have thrust DEIB and PA into the spotlight. While they may be on the stage together, these 2 teams have very different backgrounds and don’t always have the “chemistry” they need. Yet, they must play their respective parts to help organizations through these unprecedented times.

We discovered from our research 3 critical practices which DEIB and PA teams should do to build the kind of partnership that will allow them both to flourish:

• Understand each other’s contexts
• Build a plan for partnering
• Manage the complex organizational network together

By doing these things, PA and DEIB leaders can partner effectively to deliver high-quality DEIB metrics and analysis to their organizations. This partnership will enable organizations to make higher-quality, data-backed decisions that ultimately impact millions of lives.

We strongly encourage you to complement this study with our previous study on DEIB analytics: DEIB Analytics: A Guide to Why & How to Get Started and DEIB Metrics: An Essential Guide. If you still have questions, please reach out. We love to learn from you.

Note: for Appendices, including research methodology, and checklists for getting started please download the PDF report.

What to expect

Skills are being looked at to transform the workforce. Using skills can help organizations redefine how they identify, build, and transfer talent. While the focus on skills was largely accelerated by the pandemic, it’s continued to gain legs as organizations realize how skills have the potential to turn talent practices on their head.

But many organizations are still only at the front end of this endeavor. That’s why we launched our most recent research study on skills. We wanted to know how organizations can build a foundation or people infrastructure to prepare for a change to skills.

To get a grasp on the current conversation around skills, we looked at more than 30 academic and business articles, reports, and books for this lit review. This short article will provide :

• 5 major themes from the lit
• 5 critical articles you should explore
• Complete list of reviewed articles

Major themes

From this lit review, 5 major themes came up that reflect an expanded view about skills, including who’s focused on them, why organizations are using them, and where guidance might be falling short. The 5 themes are as follows:

1. Businesses, governments, and educational institutions are all thinking about skills
2. Skills are a language that can reinvent the talent ecosystem
3. To create a more agile workforce, many leaders are turning to skills
4. Organizations are using skills to address their highest priority
5. There’s limited guidance on preparing for a change to skills

Businesses, governments, and educational institutions are all thinking about skills

From the articles we reviewed, skills are taking center stage in business, economic, social, educational, and political conversations.Government entities, universities, and organizations are investing in future skills councils and bringing together skills forums to overcome global issues. Several articles mentioned that organizations can look for opportunities to expand their skills partnerships with these other types of entities to tap into the broader community focused on skills.

Skills are a language that can reinvent the talent ecosystem

While many organizations describe skills as a currency, those thinking about skills differently see them as a common language. Many organizations that view skills as a common language are focusing on ‘how’ skills can create new conversations and enable decisions through every aspect of work. The lit also described how skills, when used as a shared language, can establish widespread agreement, and transform talent management across the organization.

To create a more agile organization, many leaders are turning to skills

In the lit, many talked about using skills as a strategy to create a more agile workforce. For example, we read about organizations into positions that meet a business need. The lit also described how organizations are using skills to support more traditional processes such as . Both examples point to skills as an organizational strategy to future-proof the workforce.

Organizations are using skills to address their highest priority

Much of the lit focused on organizations using skills for specific business priorities like recruitment, learning, or retention. While many organizations have yet to create a comprehensive skills strategy, several are dipping their toes to solve pain points – . In short, these organizations are using skills where they can make the most significant and immediate impact.

There’s limited guidance on preparing for a change to skills

Given that many organizations are either just dipping their toes into their it was surprising to find limited lit outlining how organizations can prepare for using skills. Yes, there are a few articles out there on creating a skills-based organization and talent strategy, but overall, it wasn’t much and it’s not super complete. Technology, culture, data, oh my. Many organizations may still be on the beach because they may not know where to begin.

5 articles you should explore 

From the lit, we reviewed, 5 articles stood out to us. We picked these articles because they help represent the 5 themes above and contain valuable and intriguing information about skills. We learned from their perspectives and thought you might find them of similar value.

An Emerging Landscape of Skills for All

 Lynda Gratton

"Companies can play a crucial role in looking beyond their boundaries and current employees to the wider community to confront this desperate need on a global scale."

This article describes how organizations can move away from an insular approach to skills and partner with external businesses, government entities, higher education institutions, etc., to impact how skills are used across a broader landscape. Gratton explains the impetus toward more dynamic skill partnerships can work to support the long-term success of the skills agenda.

Skills: The New Workforce Operating System

Sue Cantrell, Jonathan Pearce, Michael Griffiths

"In our view, therefore, skills are not a currency for the future of work—they are a new language that creates new conversations and decisions through every dimension of talent and work." 

 It’s common to hear skills referred to as currency, but in this article by Deloitte, they insist on another perspective that frames skills as a new language that can require and enable organizations to rethink how they do everything. This piece of lit is one of few out there questioning how skills can go beyond the ‘currency’ analogy and use as a form of communication that transforms the entire ecosystem of work.

Skills-Based Hiring is on the Rise

Joseph Fuller, Christina Langer, and Matt Sigelman

“By taking a skills-based approach to the hiring process, diplomas and titles can sit alongside assessments, certifications, endorsements, and other alternative methods for determining the capability and fit of a candidate.”

Fuller, Langer, and Sigelman introduce 2 resets happening in the hire process. One is structural, the other cyclical. The authors describes both resets as opportunities to continue to use skills to de-emphasize degrees and find skilled workers.

Gaining a Skills Edge Through Agile Talent Practices

Brian Fisher et al.

“Today, companies seek to reinvent and create more flexibility in their business models (to increase their adaptability to bounce forward, not just to withstand shocks such as those brought by 2020).”

So many organizations are looking to create a more flexible and adaptable workforce; this article argues why and how enhanced business agility by using skills can be a win-win for organizations and individuals.

Navigating to a Skills-Based Approach to Talent Development

Marion Devine

“Moving to a skills-based approach depends on the interplay of three drivers: how fast skills are changing; the need for organizational agility; and the extent that work is organized into projects and tasks.”

 While there are some operational challenges to know before moving to a skills-based organization, like partnering with the business and building a skills taxonomy, there are also many benefits and ways to get started using skills, which are listed in this article.

Wrap Up

The lit landscape on skills, while dense with information on who’s using them and how they’re being used to impact agility and business needs, lacks some basic guidance on where organizations can start. Implementing skills can be a complex and windy road. And getting started can be the hardest part of it all. Based on our review of the literature, there needs to be more guidance on how to create a stable infrastructure that can support a change to skills.

Complete List of Reviewed Articles

1. “’ This is a crisis point’: Job training deficit leaves critical jobs unfilled,” E. Mueller, Politico, 2022.
2. “A skills-based approach to hiring and developing talent,” Friedman, Forbes, 2022.
3. “An emerging landscape of skills for all,” L. Gratton, MIT Sloan Management Review, 2021.
4. “Best and next practices in competency, skills and job architecture management,” S. Karwautz et al., Mercer, 2020.
5. “Building a company skills strategy: Harder (and more important) than it looks,” J. Bersin, Josh Bersin, 2022.
6. “Creating a global skills framework,” World Economic Forum, 2022.
7. “Future of work trends 2022: A new era of humanity,” Korn Ferry, 2021
8. “Future Skills Council,” Government of Canada, 2021.
9. “Future Skills League Table 2022,” Kingston University London, 2022.
10. “Gaining a skills edge through agile talent practices,” B. Fisher et al., Mercer, 2021.
11. “Getting started with a skills-based talent strategy,” D. Green, my HR Future, 2021.
12. “Hidden talent: Where skills data falls short,” A. Dulin Salisbury, Forbes, 2022.
13. “How organizations can address the talent shortage,” J. Nixon-Saintil, Insider, 2022.
14. “How skills are driving today’s talent revolution,” P. Albinus, Human Resource Executive, 2022.
15. “Human capital at work: the value of experience,” A. Madgavkar et al., McKinsey, 2022.
16. “Looking inward and beyond the industry’s fixation with ‘skills mapping.’” M. Daniel, CLO, 2022.
17. “Navigating to a skills-based approach to talent development,” The Conference Board, 2021.
18. “Rise of the relatable organization – Global Talent Trends 2022 Study,” Mercer, 2022.
19. “Shape your future workforce with skills-based talent acquisition,” D. Love, Gartner, 2021.
20. “Shifting skills, moving targets, and remaking the workforce,” M. Sigelman et al., BCG, 2022.
21. “Skills: The new workforce operating system,” S. Cantrell, J. Pearce, and M. Griffiths, Deloitte, 2021.
22. “Skills-based frameworks fuel skills-based organizations,” M. Griffiths and I. Gantcheva, Deloitte, 2022.
23. “Skills-based hiring is on the rise,” J. Fuller, C. Langer, and M. Sigelman, Harvard Business Review, 2022.
24. “Skills-based hiring: why traditional hiring methods don’t work anymore,” M. Zavyiboroda, HR Forecast, 2022.
25. “Stop hiring for experience, start hiring for skills,” F. Di Meglio, Recruitment.com, 2021.
26. “Taking a skills-based approach to workforce planning,” D. Green, my HR Future, 2021.
27. “The secret to hiring is skills-based,” J. Shappley, Fast Company, 2022.
28. “The skills-based organization,” M. Griffiths, Deloitte, 2021.
29. “To hire and retain employees, start by revamping your systems,” M. Somers, MIT Sloan Management, 2022.
30. “White House announces over $40 Billion in American Rescue Plan Investments in our workforce,” The White House Briefing Room, 2022.
31. “Why employers in 2022 are choosing skills over roles,” P. Ord, Daily Herald, 2022.
32. “World Employment and Social Outlook: Trends 2022,” International Labour Organization, 2021
33. “You need a skills-based approach to hiring and developing talent,” R.Roslansky, Harvard Business Review, 2022.

In our most recent roundtable, we brought together leaders and practitioners from various industries and organizations to understand their experiences with using skills, including what they've learned and what they're still trying to figure out.

Key takeaways

We centered our conversation around 4 topics: Use cases, Systems, Adoption, and Culture. Below are 4 key takeaways and quotes that reflect essential themes for how participants and their organizations think about and use skills.

Measuring skill proficiency allows leaders to gain insight into their organization

Measuring skill proficiency allows organizations to understand their workforce and make informed decisions. Participants talked both about using skills to define job levels and move employees around the organization. Many kept coming back to the idea that getting clear on employees’ proficiency is critical to applying skills in their organization.

One leader described how they measure proficiencies to understand what people know and determine where they can grow. Others talked about how they’re thinking about the purpose of skills first and measuring skill proficiencies second.

"Skills for development is a tough nut to crack – we need to tie to proficiency levels – this allows us to be more future focus vs. only thinking about the mobility piece." – Roundtable Participant

When using tech to identify and assess skills, build in opportunities for human observation

One major piece of advice we heard in our roundtable was to layer in opportunities for human observation when using tech systems to assess and identify skills. Participants called out the need for balance between the insights gained from tech and the insights gained from human interactions and conversations.

Many mentioned that there is a big difference between someone self-identifying that they have a skill and seeing how it is being applied. Human observation provides a level of oversight in verifying skills that systems may not be able to provide.

"As we put systems in place, HR/leader role is changing, and so are the conversations around skills. It becomes, "Hey, you learned this skill, and you assess yourself at X level; tell me about it; what does that proficiency mean to you?" It puts more weight on people than in the past, making it a much more collaborative conversation." – Roundtable Participant

Organizations are balancing 2 perspectives on skills: the enterprise and the individual

Many participants described how their organizations are balancing enterprise and individual perspectives on skills. Organizations may see skills as a way to enable quicker decisions on succession plans, career mobility, and even who to hire. Individuals may see skills as a concrete way to develop their careers in a particular direction. The challenge is trying to find common ground between these 2 needs.

"The organization is defining skills for a specific role, which is different maybe from me as an individual choosing, defining, and deciding where I want to go and how to grow. There is a question of how you harmonize both of those together." – Roundtable Participant

Managers are in a unique position to impact whether employees use skills

Often, managers are the key driver of employees adopting and using skills successfully. For example, participants talked about how managers should help employees make time for new skills to be used and developed, provide opportunities to use new skills, and have open conversations about how employees would like to develop. To do this successfully, there may be a need for manager training and education about skills.

"Managers are communication linchpins (around skills)." – Roundtable Participant

A special thanks

Thank you to all who participated and shared their experiences. We welcome your suggestions, thoughts, and feedback at [email protected].

 

 

What does performance management in a hybrid work world look like?

Organizations have had to dramatically change their practices in recent times, especially when it comes to performance management (PM).

In this webinar, Stacia Garr and Priyanka Mehrotra answer questions such as how is PM evolving in current times, and specifically how is it different from 2019 in terms of philosophies, practices, and approaches?

Key takeaways from this webinar include knowledge of what PM looks like in an organization that has redesigned it, gain insights into how PM has changed since 2019 and PM practices that organizations should think about for the hybrid world of work.

 

 

 

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Listen as we discuss our latest findings from our study into the people analytics technology landscape.

The webinar provides insights around questions such as:

-What does the current people analytics tech market look like?
-How has it changed over the past year?
-What are the different capabilities offered by the vendors?
-Where is it headed?

 

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