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. 2022 Mar 31;315(1):29–55. doi: 10.1007/s10479-022-04596-5

Table 3.

Hot, cold, and steady topics/methods

Topics Trendline Slope (x-value)
Hot topics (research themes)
Patients waiting time and COVID-19 Upward Positive
Industry 4.0 technologies Upward Positive
Sustainable operations and supply chain Upward Positive
Circular economy Upward Positive
Service-ecosystem Upward Positive
Knowledge management Upward Positive
Behavioural OSCM Upward Positive
Risk and resilience Upward Positive
Humanitarian logistics Upward Positive
Pharmaceutical supply chain Upward Positive
Climate change Upward Positive
Healthcare logistics Upward Positive
Literature reviews Upward Positive
Cold topics (research themes)
Outsourcing Downward Negative
Business process reengineering Downward Negative
Marketing Downward Negative
Warehousing Downward Negative
Operations strategy Downward Negative
Hot topics (research methods)
Markov method Upward Positive
Mixed-integer programming Upward Positive
Simulation Upward Positive
Stochastic programming Upward Positive
Queueing model Upward Positive
Mathematical programming Upward Positive
Structural equation modelling Upward Positive
Empirical research Upward Positive
Longitudinal study Upward Positive
Action research Upward Positive
Mixed-method studies Upward Positive
Steady topics (Steady methods)
Goal programming Steady Positive
Multilevel analysis Steady Positive
Cold topics (research methods)
Heuristic Downward Negative
Game theory model Downward Negative
Hierarchical linear programming Downward Negative