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Table · dataset · 2026

<p>Participant demographics.</p>

Listed in ZivaHub and HKU DataHub and DaYta Ya Rona and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.1371/journal.pone.0358869.t002

<div> <p>Introduction</p><p>Depression and anxiety remain major, largely unaddressed drivers of disability in low- and middle-income countries (LMICs), where scarce resources and persistent stigma constrain access to care.

Description

Scalable solutions are urgently needed. Low-intensity psychological interventions, delivered by trained non-specialists offer a promising pathway to close the treatment gap.

This study examines the prospective acceptability of these interventions in Java, Indonesia, an exemplar of an under resourced health system, to guide targeted cultural adaptation and inform optimal implementation.</p> <p>Methods</p><p>Using a qualitative descriptive design guided by the Theoretical Framework of Acceptability (TFA), we conducted semi-structured interviews (n = 33) with people experiencing anxiety and depression and 21 focus groups with families (n = 34), health workers (n = 36), and community/religious leaders (n = 37) across 12 sites in Java.

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Data were collected in Bahasa/local languages, transcribed, translated, and analysed using TFA informed Framework Analysis. 5% of translations were independently back-verified. Stakeholder workshops and advisory panels shaped study design and interpretation.</p> <p>Results</p><p>Low mental health literacy and stigma undermined intervention coherence and affective attitude, with many conflating LIPIs with general counselling.

Help-seeking was often delayed until distress became severe, reflecting limited understanding of mental health problems and available support. Despite these challenges, strong perceptions of effectiveness and positive affective attitudes were driven by cultural values of self-reliance and community support. Concerns centered on ethicality, particularlyprivacy risks and fear of social judgment, alongside undercertainty regarding the role of traditional healers and the burden associated with time and workload demands.

Trust in lay health workers was high in rural areas but more variable in urban contexts.</p> <p>Conclusion</p><p>Findings highlight that cultural, structural, and interpersonal factors shape anticipated intervention acceptability. While stigma and low literacy remain barriers, strong perceived need and cultural alignment suggest the potential for promising subsequent uptake. Addressing privacy, role clarity, and logistical burden through tailored adaptations and partnerships is critical.

This study offers one of the first theoretically framed qualitative explorations of LIPI acceptability in Southeast Asia, highlighting culturally congruent pathways for subsequent LMIC implementation.</p></div>

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Related

Provenance · 6 source records, 69 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/340263726 d agoJSON v1
HKU DataHuboai:figshare.com:article/340263725 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340263725 d agoJSON v1
figshareoai:figshare.com:article/340263725 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340263725 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340263724 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
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concepts[disease].local:disease:cancermapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Cancer']
concepts[disease].local:disease:cancermapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Cancer']
concepts[disease].local:disease:cancermapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Cancer']
concepts[disease].local:disease:cancermapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Cancer']
concepts[disease].local:disease:cancermapping · dayta nwu ac zavocabulary-mapper@1.0.0keywords['Cancer']
concepts[field].anzsrc:field:320211mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:320211mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:320211mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:320211mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:320211mapping · dayta nwu ac zavocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:320211mapping · figshare comvocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:440710mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · zivahub uct ac zavocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · figshare comvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · dayta nwu ac zavocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:field:440710mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
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concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
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concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:psychology-behavioralmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
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