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Publisher HTML: §§3.2–3.7; §§4.3.2–4.4 (Tables 9–11); §5 Discussion; §5.4 Limitations.
Checked16 October 2026 · Padang, Padang Pariaman and Agam, West Sumatra, Indonesia
Thai/English summaries are project paraphrases, not official translations or endorsement of the original study.
Research question
How are institutional capacities associated with local DRR performance?
Method and context
Cross-sectional survey of 311 DRR actors in three jurisdictions; PLS-SEM with 5,000 bootstrap resamples.
Study summary
The model distinguishes internal organizational routines from collaboration across agencies. Its outcomes chiefly reflect respondent assessments, with administrative documents providing context.
Findings
The technology–collaboration–performance indirect association is β=0.094 (95% CI 0.051–0.151); political/budgetary moderation is unsupported.
Contribution
Separates two organizational pathways that can inform hypotheses for joint exercises.
Interpretation limits
Authors flag cross-sectional causality limits, one-province scope and perceptual measures. Statistical significance does not establish operational benefit.
A question for further research
Project proposal: compare survey perceptions with observed coordination delays across repeated CPX sessions.
A starting point for a study design: extend the literature search, specify methods and outcomes, and assess ethics requirements for the data and participants.
Connect evidence to KSEC / OBE
Project-proposed critical-appraisal evidence, not research findings or accreditation criteria from the original authors.
- K
- Explain the question, concepts and findings with locators in the original.
- S
- Compare methods, variables and limitations with another study before designing a test or CPX.
- E
- Separate reported results from your proposals, cite originals and examine implications for vulnerable groups.
- C
- Record responses to critique and revisions after new evidence. Observe behaviour repeatedly, not from a single reading.
Related learning modules
- EOC, common operating picture and crisis decisions
- Connecting Thailand with ASEAN mechanisms
- Design a CPX from intended outcomes
Related knowledge domains
Original-study citation
Nika Saputra; Roni Ekha Putera; Aidinil Zetra; Azwar Azwar (2026). Institutional capacity, organizational performance and multi-stakeholder collaboration in local disaster risk reduction: evidence from West Sumatra, Indonesia. Frontiers in Sustainability, 7, 1812663. https://doi.org/10.3389/frsus.2026.1812663
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