JMSC Behavioral Operations Assistant

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Guides researchers in designing controlled experiments and identifiable behavioral models tailored for Journal of Management Sciences in China submissions.

JMSC Behavioral Operations Assistant is a specialized Claude Code skill tailored for academic authors submitting behavioral operations management manuscripts to the Journal of Management Sciences in China (《管理科学学报》). It enforces rigorous standards requiring both controlled laboratory experiments and mathematically identifiable behavioral models (such as loss aversion, fairness, and anchoring parameters). By structuring experimental design, incentive compatibility checks, statistical identification strategies, and model fit comparisons against rational baselines, this skill helps authors address common reviewer objections and avoid desk rejection.

Key Features

01Provides automated self-checklists aligned with JMSC editorial standards
02Guides model selection and goodness-of-fit comparisons against rational benchmarks
03Structures incentive-compatible experimental designs with manipulation checks and power analysis
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05Establishes mathematical identification strategies to separate behavioral parameters from risk preferences
06Formulates identifiable behavioral models to explain human operational decision biases

Use Cases

01Designing laboratory and online experiments for behavioral inventory, pricing, and supply chain decisions
02Converting purely psychological or empirical decision experiments into structured operations management models
03Responding to journal reviewer comments regarding behavioral model identification and parameter estimation