Workplace emotional-skills training can improve the competencies a study measures, but a score alone cannot show whether a learned response carried into daily work. The harder evidence question is who reports that transfer and when: in one randomized study of government officials, training predicted some behavior changes in both self and supervisor analyses, while the link from measured learning to those changes appeared in self reports but not supervisor reports. That disagreement narrows the conclusion.
What does a workplace training score actually capture?
A rise on an emotional intelligence questionnaire can mean that participants describe their emotional skills more favorably after a course. A performance test can instead show how they handled a set of emotion problems. Workplace reviews combine different emotional intelligence, empathy, and emotion regulation programs, so their average is about assessed competencies across those measures, not one universal EQ skill or a specific exchange between colleagues.
Mehler and colleagues’ 2024 review included 50 workplace studies; 27 had a comparison group. Its controlled estimate was 0.47 standard deviations, a difference between group averages expressed in units of the study results’ spread. Removing an influential outlier reduced the estimate to 0.40. These figures support a positive average change in the measured competencies. They do not predict how much one employee will change or say which exact skill a given course improved.
The underlying studies also leave a gap between a course’s advertised aim and the outcomes that could be pooled. The review found no qualifying studies specifically focused on emotional awareness or conflict-management training. If someone enrolls to handle a tense handoff better, the pooled average is background evidence that emotional competencies can be trained; it is not a direct estimate of improved handoffs. To understand that further step, the study has to measure later conduct, and the source of that report matters.
Sources: Training emotional competencies at the workplace: a systematic review and metaanalysis
When self and supervisor reports differ, what changed?
A randomized study of 176 Sri Lankan government officials gives a closer look at that question. Opatha and Takahashi assessed emotional intelligence learning and later changes in organizational citizenship and counterproductive work behaviors. Officials rated their own behavior; a separate supervisor-evaluation sample supplied ratings at three months. The supervisor analysis had 78 responses, compared with 176 in the self-evaluation sample. The two sources were analyzed separately, so their results are not a paired vote on each official’s conduct; fewer supervisor reports also make that analysis less precise.
Training had a positive effect on learning in both analyses. The more revealing difference came when the researchers tested whether learning was associated with transfer into the rated work behaviors. That link appeared in self evaluations, but not in the supervisor sample. The study also reported direct training effects on behavior outcomes in both samples. Those results can coexist: a training condition may predict a behavior-rating change while measured learning does not explain that change in the supervisor analysis. The paper therefore does not justify the simple claim that supervisors saw no change.
This is a narrower and more useful conclusion than treating every higher score as evidence of workplace improvement. Self ratings can register a new intention or a response the employee notices in their own conduct. A supervisor can report only behavior available to observe and may see different situations. The study’s separate samples and rating channels cannot establish which account is more accurate for every interaction. They show why a training evaluation should say who rated the outcome, what that person had a chance to observe, and at what point after the course. If ratings are collected only from learners, the evaluation can still answer whether learners report a change; it should not silently stand in for an observer account.
The setting also constrains the result: the study involved government officials in one national context and selected measures of citizenship and counterproductive behavior. Those scales do not report whether a particular feedback conversation improved. The study offers evidence that training and later behavior ratings can be related, with the route from learning to transfer varying by reporter. It does not tell a reader to expect the same pattern in a different job, course, or relationship.
Sources: Does Social and Organizational Support Moderate Emotional Intelligence Training Effectiveness?
What should you look for before applying the result to your job?
Start with the report path. Was the outcome a self description, a task score, or another person’s rating? Was the other person present for the relevant work? Did the study collect ratings immediately, one month later, or after a longer interval? A claim about learning on a test is strongest when it stays attached to that test; a claim about transfer needs a later behavior measure and a clear account of its rater.
The workplace review makes the remaining uncertainty visible. Its prediction interval for controlled effects ranged from −0.34 to 1.29 standard deviations, a broad span that includes little or no benefit in a new setting. Eighteen of its 50 studies were judged at critical risk of bias; subjective reports and limited randomization were common, and the authors found signals consistent with publication bias. Only 11 studies collected follow-up data, with very high variation in those estimates. The review also found that most studies relied on self report and only seven used ability tests. That uneven measurement base matters when a course promises a practical skill but evaluates itself through a broad questionnaire. The average is encouraging, while a particular course’s size and duration of effect remain hard to forecast.
A healthcare-only review offers a useful check on how summaries are worded. Powell and colleagues included 17 longitudinal healthcare-worker studies, and the accessible abstract says every included study showed an increase in EI after intervention. The authors also cautioned that methodological limitations might overstate effects. This supports a positive direction in that selected field; it does not resolve which later workplace actions changed or how long gains lasted. It should not be recast as one study finding a nonsignificant increase.
For your own decision, ask a course provider what participants will practice and how a relevant behavior will be observed afterward. Then choose one situation you actually encounter and a sign another person could notice, such as whether you ask for an example before defending your work. Revisit the same kind of situation after practice and ask someone who was present what they saw. That gives you grounded feedback about your development; it is not a controlled test of the course.
The private 32-item Emotional Skills Profile can help you reflect on recent habits and scenario choices when choosing a practice focus. It is an educational reflection tool, not a norm-based ability score or evidence that a course changed your conduct. A useful next conversation could be: “I’m practicing asking for one example before I respond to feedback. Could you tell me what you notice in our next review?”
Sources: Training emotional competencies at the workplace: a systematic review and metaanalysis; Emotional intelligence training among the healthcare workforce: a systematic review and meta-analysis; Does Social and Organizational Support Moderate Emotional Intelligence Training Effectiveness?
Questions readers ask
Why might employees and supervisors report different training results?
They observe different things. Employees can report intentions and situations a supervisor may not see; supervisors can rate conduct they have observed. A study should describe its raters and timing before those reports are compared.
Does a higher EQ score prove that training changed behavior at work?
No. It shows change on the measure used. Evidence about work behavior needs a later behavior outcome and a stated source for the rating; even then, the finding applies to the study’s setting and design.
Sources
- Training emotional competencies at the workplace: a systematic review and metaanalysis
The accessible full article reports 50 included workplace studies and 27 controlled studies; the abstract gives a controlled Hedges' g estimate of 0.46 (95% CI 0.30–0.63), while the main text discusses the estimate and sensitivity analyses. The article reports a broad prediction interval, high heterogeneity, 18 studies at critical risk of bias, publication-bias analyses, limited follow-up, predominantly self/peer report measures, and no eligible emotional-awareness or conflict-management training studies. It supports describing pooled results as measured emotional competencies rather than direct evidence about a particular workplace interaction.
- Emotional intelligence training among the healthcare workforce: a systematic review and meta-analysis
The accessible PubMed abstract reports 17 longitudinal studies of EI training among healthcare workers, says all showed an increase in EI after intervention, and cautions that methodological limitations might overestimate effects. It does not establish which later workplace behaviors changed or how long gains lasted.
- Does Social and Organizational Support Moderate Emotional Intelligence Training Effectiveness?
The accessible PubMed abstract identifies an experimental longitudinal study of 176 government officials, with self- and supervisor-rated organizational citizenship and counterproductive behavior analyzed separately. It reports positive training effects on outcomes in both samples, while the abstract describes support-related moderation in the self-evaluation sample but not the supervisor-evaluation sample. The abstract alone does not substantiate the article's finer claims about the learning-to-transfer association, the 78 supervisor responses, timing, or direct training effects by outcome; consult full text for those details.
Apply it to the real situation
Choose one emotional habit to notice at work
From this guide: Training research cannot tell you which of your own habits is most useful to practice next.
If the evidence leaves you wondering where to begin, the private 32-item Emotional Skills Profile can help you reflect on recent emotional habits and scenario choices. Use the results to frame one practical question for your next feedback conversation, disagreement, or handoff. The profile is an educational reflection tool, not a norm-based ability score or proof that training has changed your behavior.