Abstract
Purpose
The article discusses social policy changes, connecting insights on successful reform in the Indonesian healthcare system with a causal mechanism through which the policy has been transformed.
Design/methodology/approach
The study employs modified Bayesian process tracing to examine how the Indonesian production regime and political bargains from 1998 to 2014 influenced these reforms. It commences with generating synthesized mechanisms based on previous studies, which are then tested using 25-elite interview data as a primary source. The analytical strategy then connects the theoretically expected causality with data, reconstructing a revised graph of causal mechanisms that links the crisis and reforms for theory-building.
Findings
A principal causal mechanism connecting crisis and reform was discovered, namely, policy entrepreneurs’ cooperation mechanism, which highlights the role of policy entrepreneurs, particularly welfare bureaucrats and Academic Administrative Entrepreneurs, in driving policy solutions that align with political interests, especially under conditions of uncertainty. In addition, based on the modularization analysis, an additional mechanism was identified, namely the policy learning-driven interest-interdependence mechanism. It illustrates how policy reform experiences from external contexts were assimilated domestically to address a domestic political concern.
Originality/value
The implication of the article to literature is outlined. Theoretically, a process-oriented analysis of Indonesian healthcare mitigates the bias of power-resources-based mechanisms in connecting crisis and reform, as illustrated in previous studies and general social policy scholarship in developing countries. Moreover, this article demonstrates that crises alone are insufficient drivers of systemic reform without endogenous changes that have already set in motion a cumulative process of divergence from the existing path. In the meantime, methodologically, this article shows broader relevance in enhancing the understanding of the complementary role of inductive reasoning within the Bayesian process-tracing model.
The article discusses social policy changes, connecting insights on successful reform in the Indonesian healthcare system with a causal mechanism through which the policy has been transformed.
Design/methodology/approach
The study employs modified Bayesian process tracing to examine how the Indonesian production regime and political bargains from 1998 to 2014 influenced these reforms. It commences with generating synthesized mechanisms based on previous studies, which are then tested using 25-elite interview data as a primary source. The analytical strategy then connects the theoretically expected causality with data, reconstructing a revised graph of causal mechanisms that links the crisis and reforms for theory-building.
Findings
A principal causal mechanism connecting crisis and reform was discovered, namely, policy entrepreneurs’ cooperation mechanism, which highlights the role of policy entrepreneurs, particularly welfare bureaucrats and Academic Administrative Entrepreneurs, in driving policy solutions that align with political interests, especially under conditions of uncertainty. In addition, based on the modularization analysis, an additional mechanism was identified, namely the policy learning-driven interest-interdependence mechanism. It illustrates how policy reform experiences from external contexts were assimilated domestically to address a domestic political concern.
Originality/value
The implication of the article to literature is outlined. Theoretically, a process-oriented analysis of Indonesian healthcare mitigates the bias of power-resources-based mechanisms in connecting crisis and reform, as illustrated in previous studies and general social policy scholarship in developing countries. Moreover, this article demonstrates that crises alone are insufficient drivers of systemic reform without endogenous changes that have already set in motion a cumulative process of divergence from the existing path. In the meantime, methodologically, this article shows broader relevance in enhancing the understanding of the complementary role of inductive reasoning within the Bayesian process-tracing model.
| Original language | English |
|---|---|
| Number of pages | 22 |
| Journal | International Journal of Sociology and Social Policy |
| DOIs | |
| Publication status | E-pub ahead of print - 31 Mar 2026 |
Bibliographical note
Publisher Copyright:© Emerald Publishing Limited
Funding
he original research was supported by Research Grants Council (RGC) through the highly competitive Hong Kong PhD Fellowship Scheme (HKPFS) which provides generous funding for international students to pursue PhD studies in Hong Kong, as well as by the School of Graduate Studies, Lingnan University, Hong Kong SAR.
Keywords
- Causal mechanism
- Crisis
- Developing country
- Healthcare
- Policy reform
- Process tracing
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