Assessfy Research Lab Advanced 6 milestones 100 marks

Research: Quantifying Managerial Span-of-Control and Its Influence on Team Performance ...

Field: Human Resources Type: Research project Bloom: Create / Evaluate Level: Final-year / PG capstone Inspired by: MIT / Stanford / Oxford research agendas

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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Core skills
About this project
Research: Quantifying Managerial Span-of-Control and Its Influence on Team Performance and Engagement Metrics

Research question: How does manager span-of-control affect team performance and employee engagement outcomes in knowledge-based organizations?

Background & Motivation: Managerial span-of-control—the number of direct reports per manager—is a central variable in organizational design, with implications for communication, oversight, and employee experience. As organizations grow and adapt to hybrid and remote work, understanding how managerial oversight scales is increasingly relevant.

Research Gap: While organizational theory suggests both wide and narrow spans have trade-offs, empirical evidence on their concrete impact on team-level performance and engagement metrics remains limited, especially in contemporary, knowledge-intensive environments. There is a lack of large-scale, quantitative studies integrating people-analytics data with organizational outcomes.

Approach & Expected Contribution: This study will integrate people-analytics datasets (e.g., HRIS, engagement surveys, performance reviews) from selected organizations to examine the relationship between span-of-control and team outcomes. It will employ regression analysis and, where appropriate, causal inference methods to control for confounders such as team function, tenure, and industry. The project aims to identify optimal ranges of span-of-control for maximizing performance and engagement, providing actionable insights for organizational leaders and HR professionals.

Why It Matters: The findings can inform evidence-based management and organization design, supporting HR policy decisions on team structuring, talent management, and the future of effective leadership in dynamic work environments.

Milestones
1. Literature Review & Problem Definition
15 marks 18d
Conduct an in-depth review of academic and practitioner literature on managerial span-of-control and define the specific research gap.
2. Research Proposal & Hypotheses
15 marks 18d
Formulate research hypotheses and submit a detailed proposal including constructs, variables, and expected relationships.
3. Methodology & Experimental Design
15 marks 16d
Design the quantitative methodology, including data sources, sampling, and statistical models to be used.
4. Data Collection / Experimentation
15 marks 20d
Collect, clean, and integrate people-analytics data from organizational sources or public datasets.
5. Analysis & Results
20 marks 22d
Conduct statistical analyses, interpret findings, and assess relationships between span-of-control and team outcomes.
6. Thesis Write-up & Defense
20 marks 20d
Draft, revise, and submit the final thesis; prepare and deliver an oral defense of findings and methodology.
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Skills you'll learn
ResearchHuman ResourcesComprehensive literature review and critical synthesisHypothesis formulation and operationalization of constructsQuantitative research design and samplingStatistical analysis (regressionmediation/moderation analysis)Data cleaning and integration (HRISsurvey data)Interpretation of people-analytics findingsAcademic writing and presentation of results
Tools used
R or Python for statistical analysisSPSS or Stata for regression modelingMS Excel for data preprocessingPeople-analytics datasets (sample or synthetic HR data)Employee engagement survey instruments (e.g.Gallup Q12custom)Academic databases (ScopusJSTORWeb of Science)Visualization tools (Tableaumatplotlibor seaborn)
Prerequisites
Organizational BehaviourStatistics for Social ScienceResearch Methods in ManagementHuman Resource Management
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