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Purpose

– The purposes of this paper are to take a closer look at the relevance of the idea of the learning organization for organizations in different generalized organizational contexts; to open up for the existence of multiple, context-adapted models of the learning organization; and to suggest a number of such models.

Design/methodology/approach

– The suggested context-adapted models are deduced from works arguing that not all aspects of the idea of the learning organization should be adopted by organizations in some certain generalized organizational contexts.

Findings

– The idea of the learning organization needs to be reformulated, to some extent, to become fully relevant for public organizations, safety organizations, human service organizations and knowledge-intensive organizations.

Research limitations/implications

– To achieve a more inclusive contingency model than presented in this article, there is a need for further research examining the (full) relevance of the original learning organizational model for organizations in various certain generalized organizational contexts.

Practical implications

– Organizational actors could use one of the suggested context-adapted models fitting their particular organizational context as a starting point when considering adopting the learning organization.

Social implications

– Several adaptations suggested originate in social concerns.

Originality/value

– In contrast to most previous works on the learning organization, this paper adds to the existing literature by proposing several context-adapted models of the learning organization.

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