# Entrepreneurs’ Opportunities: From Exploratory learning to Entrepreneurial Improvisation

**Authors:** Yi Hong, Ting Nie

PMC · DOI: 10.1371/journal.pone.0342551 · PLOS One · 2026-02-17

## TL;DR

This study explores how entrepreneurs learn and improvise in dynamic environments, showing how learning and opportunity recognition influence their ability to adapt.

## Contribution

The study identifies boundary conditions for how exploratory learning influences entrepreneurial improvisation through opportunity identification.

## Key findings

- Opportunity identification mediates the relationship between exploratory learning and entrepreneurial improvisation.
- Environmental dynamism strengthens the link between exploratory learning and improvisation.
- Risk-taking propensity weakens the relationship between exploratory learning and improvisation.

## Abstract

In today’s highly dynamic environment, the ability of entrepreneurs to accurately recognize and quickly respond to opportunities plays an important role in their entrepreneurial performance. Entrepreneurial improvisation has gained wide attention. Based on the Stimulus-Organism-Response Theory, this study aims to examine the influence mechanism and boundary conditions of exploratory learning on entrepreneurial improvisation.

Based on a two-wave survey of 303 members from five entrepreneurial platforms in mainland China, the dual moderating effects of environmental dynamism and risk-taking propensity on the relationship between exploratory learning and entrepreneurial improvisation were validated. Data analysis was conducted using SPSS 26.0, Amos 26.0, and Process 4.0 software, covering mediation effects, moderation effects, and moderated mediation effects.

Opportunity identification mediated the relationship between exploratory learning and entrepreneurial improvisation. Environmental dynamism positively moderated the relationship between exploratory learning and entrepreneurial improvisation. Risk-taking propensity negatively moderated the relationship between exploratory learning and entrepreneurial improvisation.

Exploratory learning can facilitate entrepreneurial improvisation by enhancing opportunity identification. In a high dynamic environment, individuals with low risk-taking propensity are more likely to show higher entrepreneurial improvisation due to exploratory learning and opportunity identification.

The study can contribute to a more comprehensive understanding of the formation and boundary conditions of entrepreneurial improvisational behaviors. It can also provide further empirical support for research on improvisation in entrepreneurship.

## Full-text entities

- **Diseases:** OI (OMIM:613848)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

66 references — full list in the complete paper: https://tomesphere.com/paper/PMC12912571/full.md

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Source: https://tomesphere.com/paper/PMC12912571