happily.ai research All research
Framework

The six skills that show up where engagement does

Happily's skill-development loop targets six human capabilities: Critical Thinking, Self-awareness, Optimism, Leadership, Initiative, and Empathy. Across 505 managers, every one of them tracks team engagement, and the case for the choice sits at the intersection of three independent bodies of research.

5 of 10
Appear in WEF's top core skills for 2025
4,286
Employees and managers in our analysis
+0.27–0.38
Each skill's correlation with team engagement

Every skill framework has to defend two questions. Why these capabilities, and not the dozen adjacent ones a different consultant would pick? And once you have picked them, can you actually see them in real workplace data?

We pick six. Critical Thinking, Self-awareness, Optimism, Leadership, Initiative, and Empathy. They are the developmental targets in Happily's feedback loop: the capabilities we coach toward, score from real language, and feed back to employees and managers. They are not the only useful skills. They are the ones we believe carry the most weight per unit of attention.

This page is the argument for that choice. The short version: the same six appear, in slightly different words, across three frameworks that have been refined over decades for different reasons. Each one has a working measurement instrument. And in our own data, every single one is associated with team engagement at a non-trivial magnitude.

Across 505 managers, every Power Skill correlates with team engagement at r = +0.27 to +0.38, a tight, consistent band. No skill carries the framework alone; all six pull in the same direction.
Why this matters

A skill-development program is a forced-choice exercise: every hour spent practising one capability is an hour not spent on another. The defensibility of the choice (what the literature backs, what an instrument can score, what tracks outcomes in real organizations) is the difference between a coaching loop that compounds and one that drifts.

Methodology
Sample
3,781 employees and 505 managers across customer organizations using Happily.
Time window
Skill-expression counts and engagement scores from the 180–365 days ending May 2026.
Skill measurement
Each Power Skill is measured along two dimensions in Happily: a score (how much a person expresses the skill in their written feedback, i.e. effort and volume) and a rating (how well the skill is represented in that language, classified by AI). The analyses on this page use the score dimension.
Outcomes
Team engagement (DEBI composite), recognition events given and received, and the count of unique people who recognized each individual.
Statistical approach
Bivariate Pearson correlation on log-transformed skill scores to handle right skew. Bivariate rather than partial: we want to defend the inclusion of each skill, not its unique variance net of the others.
What this does not test
Causation, intervention effects, or which skill matters most in combination. Those are different questions and require different designs.

The frameworks that point to the same six

If we had picked six skills from one consultant's preferred model, the choice would rest on that consultant's authority. We did not. The six emerge from the overlap of three independent research traditions, each developed for a different reason and each with its own validated measurement.

The first is the World Economic Forum's Future of Jobs Report, which surveys hundreds of employers about which skills they need to hire and develop. In the 2025 edition, analytical thinking sits at the top, followed by resilience and agility, leadership and social influence, motivation and self-awareness, and empathy and active listening. That is five of our six, named explicitly, in the top ten core skills for 2025 (World Economic Forum, 2025).

The second is Daniel Goleman's emotional-intelligence model, refined from 1995 onward and now structured as four domains: self-awareness, self-management, social awareness, and relationship management. Self-awareness sits at the foundation; empathy is the operating core of social awareness; optimism falls under self-management as the disposition that lets a person sustain effort under setback (Goleman, 1998; 2002).

The third is positive psychology and proactive-behaviour research. Seligman's work on learned optimism began with explanatory style and ran into thirty years of follow-up evidence on workplace outcomes (Seligman & Schulman, 1986). Frese and colleagues built the parallel construct of personal initiative around action theory: the self-starting, persistence-under-obstacles behaviour that overlaps with but is not identical to proactive personality (Frese, Fay, Hilburger, Leng, & Tag, 1997). Both lines of work supplied scales that have been used in dozens of subsequent studies.

How each Power Skill maps to its primary research anchors
Power SkillWEF Future of Jobs 2025Goleman EI (2002)Other anchor
Critical ThinkingAnalytical thinking (#1)No direct anchorHalpern Critical Thinking Assessment
Self-awarenessMotivation and self-awareness (#5)Self-awareness (foundation domain)Eurich (2018)
OptimismResilience, flexibility and agility (#2)Self-management (positive outlook)Seligman learned optimism
LeadershipLeadership and social influence (#3)Relationship managementJudge & Piccolo (2004) meta-analysis
InitiativeCuriosity and lifelong learning (#8); creative thinking (#4)Self-management (achievement orientation)Frese et al. personal initiative
EmpathyEmpathy and active listening (#7)Social awareness (core component)DDI High-Resolution Leadership

No single framework dictates all six. The convergence is the point. When a labour-economics survey of employers, a psychometric model of emotional functioning, and a body of behaviour-science research on motivation all name the same capabilities (in different vocabularies, for different purposes), the case for those capabilities is stronger than any one source could make alone.

What each skill carries

The frameworks supply the inclusion criterion. What each individual skill does in a workplace is the next question, and the place to be specific.

The "we score it from…" line under each skill below describes the language patterns that drive the score, the effort/volume dimension. In parallel, Happily also generates an AI-evaluated rating for each skill that captures how well the skill is represented in the language. The analyses on this page use the score; the descriptions of language patterns apply to both dimensions.

Critical Thinking

The capability to evaluate evidence, weigh trade-offs, and reach defensible conclusions under uncertainty. The Halpern Critical Thinking Assessment, validated across multiple populations, predicts real-world outcomes in domains as varied as health decision-making, financial behaviour, and job performance (Butler, 2012). The WEF's employer survey ranks analytical thinking the number-one core skill for 2025, with seven out of ten employers calling it essential (World Economic Forum, 2025). We score it from the structure of a person's written feedback: whether they identify causes, weigh alternatives, and qualify their claims.

Self-awareness

Seeing oneself clearly enough to predict one's effect on others. Tasha Eurich's programme of ten studies with about 5,000 people found that self-awareness has internal and external components, that 95% of people believe they are self-aware while only 10–15% actually meet the criteria, and that companies with more self-aware leaders post higher returns (Eurich, 2018). Goleman positions self-awareness as the foundation of the entire emotional-intelligence stack, the skill the other three domains rest on. We measure it from feedback language that references one's own state, motives, and limitations.

Optimism

The dispositional tendency to interpret setbacks as temporary, specific, and changeable rather than permanent, pervasive, and personal. Seligman's MetLife studies tracked 15,000 sales agents and found that those in the top half of optimistic explanatory style sold 37% more insurance than those in the bottom half; a group of "super-optimists" who had failed the company's standard screening outsold the pessimists in the regular cohort by 21% in year one and 57% in year two (Seligman & Schulman, 1986). Across follow-up studies in real estate, banking, and office sales, optimists outsold pessimists by 20–40%. We score optimism from forward-looking language and the framing of obstacles in feedback responses.

Leadership

Setting direction, taking responsibility, and influencing others. This is the relationship-management end of the emotional-intelligence stack. Judge and Piccolo's 2004 meta-analysis of 87 studies and 626 correlations placed transformational leadership at a validity of .44 against criteria like follower satisfaction, follower performance, and rated leader effectiveness; the charisma sub-dimension reached .71 (Judge & Piccolo, 2004). In the WEF 2025 report, leadership and social influence sits at number three on the core-skills list. We score it from feedback language that takes responsibility for outcomes, frames work as collective, and offers direction.

Initiative

The self-starting end of motivation: acting without being prompted and persisting through obstacles. Frese and colleagues introduced personal initiative as a behavioural construct distinct from but overlapping with Bateman and Crant's proactive personality (Frese et al., 1997; Bateman & Crant, 1993). Tornau and Frese's meta-analysis confirmed that proactive constructs predict performance ratings, career outcomes, and innovation, with the personal-initiative measure showing incremental validity over related constructs (Tornau & Frese, 2013). We score it from language that signals self-direction and follow-through.

Empathy

Sensing and responding to the emotional state of others. DDI's High-Resolution Leadership study, which examined 15,000 assessment results across 300 organizations and 20 industries, found that leaders who master listening and responding with empathy perform more than 40% higher in coaching, engaging others, planning, and decision-making, while only 40% of front-line leaders reach proficiency on the skill (DDI, 2016). The WEF's 2025 employer survey lists empathy and active listening in the top ten core skills. We score it from perspective-taking language in written feedback: whether a respondent acknowledges what others might feel before they state their own view.

Do they hold up in our data?

The published research justifies the inclusion criterion. Our own data tests something narrower but more directly relevant: do these six skills, as we measure them, track outcomes that matter in the organizations we work with? The cleanest test is on managers, because their team's engagement is a stable, multi-source outcome we can connect to a single person's skill profile.

All six Power Skills track team engagement Bivariate Pearson r between manager skill expression (log) and team DEBI. n=505 managers. 0 0.10 0.20 0.30 0.40 Bivariate Pearson r with team DEBI Optimism +0.376 Leadership +0.361 Self-Awareness +0.352 Critical Thinking +0.339 Empathy +0.287 Initiative +0.270 Source: Happily People Science, May 2026. 505 managers across customer organizations. Bivariate, unadjusted.
Figure 1 Each of the six Power Skills, scored from a manager's own feedback language, is positively associated with their team's engagement composite. The spread is narrow (r = +0.27 to +0.38), which is the point. No single skill carries the framework; all six contribute on a similar order of magnitude.

Two things in this picture matter for the defense. The first is direction. Every one of the six skills moves with team engagement in the same way; none is a wasted measurement. The second is the narrow range. Optimism leads at r = +0.38 and Initiative trails at r = +0.27, but the gap from leader to laggard is only eleven hundredths. That uniformity is what we would expect if the framework is selecting genuinely related capabilities rather than one strong skill and five passengers.

How to read these correlations

These are bivariate associations on a single time slice, so they show that the skills travel with engagement rather than which way the influence runs. A manager's optimism could lift team engagement; an already-engaged team could draw out more optimistic language; organizational health could shape both. What the correlation establishes is the part that matters for the framework: every Power Skill, as scored, tracks the outcome we care about, which is the prerequisite for the construct being worth coaching toward.

The same pattern repeats at the individual level. Across 3,781 employees, each Power Skill correlates positively with how much recognition that person receives, how often they give it, and how many distinct colleagues recognize them. The magnitudes again cluster tightly, between r = +0.27 and r = +0.40.

Individual Power Skills vs recognition outcomes (n=3,781 employees)
SkillRecognition received / moRecognition given / moUnique recognizers
Self-awareness+0.40+0.38+0.31
Optimism+0.39+0.35+0.34
Empathy+0.35+0.33+0.28
Critical Thinking+0.35+0.31+0.32
Leadership+0.35+0.33+0.29
Initiative+0.32+0.31+0.27

The separate, earlier study of standardized effects on recognition goes further. It adjusts for company-level baselines and treats the six skills as competing predictors. In that adjusted model, Optimism and Critical Thinking dominate, and several other skills show negative coefficients because their unique variance is doing different work. That is a sharper analysis of the same skills' relative roles. The picture here is the broader prior: each skill, taken on its own, points in the right direction.

What this means in practice

A framework is only as useful as the decisions it lets you make. The point of choosing six skills is to give the coaching loop something specific to develop, not to win an argument about taxonomy. Three decisions follow directly from the choice.

Decision implications of the six-skill framework
DecisionImplication
What to coachAll six skills, not a single capability. Each one is associated with engagement; none does the job alone. A loop that develops only "communication" or only "leadership" leaves the other five untouched.
What to measureBehavioural expression in real feedback responses, not self-report. The skills as named here have been operationalized in standardized instruments (HCTA, MSCEIT, Personal Initiative scales). Ours is the natural-language analogue, captured as a score (effort and volume) alongside an AI-evaluated rating (quality) from the writing employees already produce.
Where to invest firstManagers. The chart above shows the framework's predictive surface is sharpest at the manager level, because a manager's skills connect to a team-sized outcome. Front-line managers are also where the published research finds the largest empathy and self-awareness gaps.
How to read the linkThese are associations: organizations whose people score higher on these six tend to have stronger engagement and recognition. That consistent association is what makes the six worth developing. A controlled study would measure how much a higher score produces a better outcome, and is a natural next step.

Limitations

  • The score dimension counts skill expression in written feedback, so people who write more get higher scores in raw form. We log-transform to compress the long tail, but the score still over-weights vocal participants. A quieter colleague with high empathy may be undercounted on the score even if their rating is high.
  • The analyses on this page use only the score dimension. The AI-evaluated rating dimension, which captures how well a skill is represented in the language rather than how often, is not analyzed here. A rating-based analysis could show different magnitudes, different ranks across the six skills, or different links to the outcomes. We do not pre-judge those from the score alone.
  • The correlations reported here are bivariate. Once partialled against each other and against organization-level baselines, the picture is different. Some skills retain unique variance and others do not. The companion power-skills-and-recognition study walks through that adjusted analysis.
  • Cross-sectional design. We cannot separate the manager's effect on the team from the team's effect on the manager's expressed skills. A longitudinal study tracking skill scores before and after engagement changes would do that.
  • The framework asserts six skills are the right unit of analysis. A different cut might combine self-awareness and empathy into a single emotional-intelligence factor, or split critical thinking into analytical and reflective sub-skills. Those are reasonable alternatives that we do not test here.
  • Outcomes here are engagement (DEBI) and recognition. Retention, performance ratings, and customer outcomes are the next set we want to connect these skills to.

References

  1. World Economic Forum (2025). The Future of Jobs Report 2025. Insight Report, January 2025.
  2. Goleman, D. (1998). Working with Emotional Intelligence. Bantam Books. Updated as the four-domain model in Goleman, D., Boyatzis, R., & McKee, A. (2002), Primal Leadership. Harvard Business School Press.
  3. Eurich, T. (2018). What Self-Awareness Really Is (and How to Cultivate It). Harvard Business Review, January 4, 2018.
  4. Seligman, M. E. P., & Schulman, P. (1986). Explanatory style as a predictor of productivity and quitting among life insurance sales agents. Journal of Personality and Social Psychology, 50(4), 832–838.
  5. Judge, T. A., & Piccolo, R. F. (2004). Transformational and transactional leadership: A meta-analytic test of their relative validity. Journal of Applied Psychology, 89(5), 755–768.
  6. Butler, H. A. (2012). Halpern Critical Thinking Assessment predicts real-world outcomes of critical thinking. Applied Cognitive Psychology, 26(5), 721–729.
  7. Frese, M., Fay, D., Hilburger, T., Leng, K., & Tag, A. (1997). The concept of personal initiative: Operationalization, reliability and validity in two German samples. Journal of Occupational and Organizational Psychology, 70(2), 139–161.
  8. Bateman, T. S., & Crant, J. M. (1993). The proactive component of organizational behavior. Journal of Organizational Behavior, 14(2), 103–118.
  9. Tornau, K., & Frese, M. (2013). Construct clean-up in proactivity research: A meta-analysis on the nomological net of work-related proactivity concepts and their incremental validities. Applied Psychology, 62(1), 44–96.
  10. Development Dimensions International (2016). High-Resolution Leadership: A Synthesis of 15,000 Assessments. DDI Global Leadership Forecast supplement.
  11. Happily Research (2026). Power Skills validation analysis. Internal study, 3,781 employees and 505 managers, 180–365 day window ending May 2026.
Develop the six skills that compound

Happily scores your team's Power Skills from the feedback they already exchange, then closes the loop with targeted micro-development. No surveys to launch, no separate assessment tool.

Get in touch
Free pilot for qualifying teams