From leadership research to district action: Socially responsible leadership profiles and their correlates among Chinese college students: a latent profile analysis

AI-assisted editorial implementation guide. Proposed district actions are separate from the original authors’ findings and recommendations. Independent peer review of this guide is not asserted.

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Evidence and transfer

Education-related source: verify which participants, institutions and outcomes were actually studied before district adoption. Source publication type: research-article. License and identity checks do not establish study quality or causality.

Original authors’ abstract, reproduced under the source license:

Introduction Socially responsible leadership (SRL) encompasses individual, group, and societal values relevant to college student development. This study identified SRL profiles among Chinese undergraduates, examined profile similarity across gender, and investigated factors associated with profile membership. Methods A cross-sectional survey was conducted with 1,248 students from eight higher education institutions. Latent profile analysis was performed using seven SRL dimensions, followed by multigroup comparisons and three-step analyses of profile membership. Results Three SRL profiles were identified: low SRL (18.67%), average SRL (57.45%), and high SRL (23.88%). The profiles differed mainly in overall SRL, with broadly parallel patterns across the seven dimensions. Women and men showed the same low–average–high ordering, although corresponding profile means were not fully equivalent. Place of origin, financial hardship, family socioeconomic status, and first-generation status were associated with selected profile contrasts. Leadership efficacy, extracurricular engagement, and perceived teacher support were positively associated with higher-profile membership in separate models. Discussion The findings characterize SRL profiles among Chinese college students and reveal both similarities and differences across gender. The associations with extracurricular engagement, leadership efficacy, and teacher support highlight relevant personal and educational resources for student leadership development.

Study methods

The initial sample included 1,352 undergraduate students. After data screening, 104 cases were excluded because their questionnaires were completed in less than 5 min, contained incomplete information, or exhibited invariant response patterns, such as selecting the same response option throughout the questionnaire. The five-minute criterion was based on the expected time needed to read and answer the questionnaire at a normal pace; shorter completion times were considered a risk indicator for inattentive responding. Response time was considered alongside other indicators of response quality because different indicators can detect different patterns of careless responding (Meade and Craig, 2012). Attention-check items were also included in the questionnaire to provide complementary information for response-quality screening. The final analytic sample comprised 1,248 students, corresponding to a retention proportion of 92.3%. Of the participants, 675 were women (54.1%) and 573 were men (45.9%). The sample included 321 first-year students (25.7%), 421 s-year students (33.7%), 333 third-year students (26.7%), and 173 fourth-year students (13.9%). Regarding place of origin, 723 students were from urban areas (57.9%) and 525 were from rural areas (42.1%). In terms of academic major, 589 students studied science, technology, engineering, and mathematics disciplines (47.2%), whereas 659 studied humanities and social sciences (52.8%). In addition, 819 participants were first-generation college students (65.6%), and 429 were non-first-generation college students (34.4%).

Limitations

This study identified three socially responsible leadership (SRL) profiles among Chinese college students: low SRL (18.67%), average SRL (57.45%), and high SRL (23.88%). The profiles displayed broadly parallel patterns across the seven dimensions, suggesting that differences among students primarily concerned the overall strength of their leadership orientations. Higher endorsement of individual values generally accompanied stronger group-oriented and societal values, consistent with the interconnected nature of the Social Change Model. Women and men shared the same broad profile ordering, although differences in corresponding profile means indicated that this similarity did not extend to full structural equivalence.

A 90-day district inquiry

Days 1–15 · Appraise. Read the source methods, recruitment, comparator, outcomes and limitations. Record how the study setting differs from your district and which claim the design can support.
Days 16–30 · Design. Choose one recurring leadership practice described in the source. Map its participants, incentives and constraints to a district setting, then design a small reversible staff pilot with an accountable owner. Agree participation, privacy protections, baseline and stopping rules before starting.
Days 31–60 · Observe. Collect the pre-agreed measures, keep a log of implementation changes and invite confidential voluntary feedback. Preserve existing support for staff and learners.
Days 61–90 · Decide. Record implementation fidelity, staff review time, task quality and unintended burdens against a baseline. Use a comparison team where feasible and document alternative explanations before expanding. Make a dated decision to stop, revise or extend the inquiry.

Board decision brief

Present the local problem, source setting, evidence limits, intervention, responsible owner, total cost, measured changes and uncertainty. Separate staff perceptions, implementation measures and student learning outcomes.

Attribution and reuse

Xing Gao; Xinzhu Wang; Fenglin Li; Bin Gao. Socially responsible leadership profiles and their correlates among Chinese college students: a latent profile analysis. Frontiers in Psychology (2026-10-07). https://doi.org/10.3389/fpsyg.2026.1950119

Prepared 2026-11-07. Source authorship and DOI are preserved. The abstract and source passages are attributed extracts; this editorial guide is offered under the same CC BY 4.0 license.