Cited by 69Migration, Health and TraumaDigital Mental Health InterventionsMental Health Treatment and Access

Translation, adaptation, and pilot of a guided self-help intervention to reduce psychological distress in South Sudanese refugees in Uganda

Open access
Tol, W. A., Augustinavicius, J., Carswell, K., Brown, F. L., Adaku, A., Leku, M. R., García-Moreno, C., Ventevogel, P. +2 more·2018·Global Mental Health

Abstract

Background.: In this period of unprecedented levels of displacement, scalable interventions are needed to address mental health concerns of forced migrants in low-resource settings. This paper describes the adaptation and piloting of a guided, multi-media, self-help intervention, Self-Help Plus (SH+), which was developed to reduce psychological distress in large groups of people affected by adversity. Methods.: Using a phased approach that included community consultations, cognitive interviewing, facilitator training, pilot implementation, and a qualitative process evaluation, we adapted SH+ for use among South Sudanese refugees in a refugee settlement in northern Uganda. Results.: The SH+ materials, including audio-recorded sessions and an accompanying illustrated manual, were translated into Juba Arabic. Cognitive interviewing primarily resulted in adaptations to language with some minor adaptations to content. Facilitator training and supervision led to further suggested changes to delivery methods. An uncontrolled pilot study (n = 65) identified changes in the expected direction on measures of psychological distress, functional impairment, depression, wellbeing, and psychological flexibility. The process evaluation resulted in further adaptations to intervention materials and the decision to focus future effectiveness evaluations of the intervention in its current form on South Sudanese female refugees. Conclusions.: We found that this potentially scalable, guided self-help intervention could be adapted for and feasibly implemented among female South Sudanese refugees in northern Uganda. These findings lay the groundwork for a future rigorous evaluation of SH+ in this context.

AI snapshot

Written from the paper’s full text.

TL;DR

This paper describes the translation, cultural adaptation, and uncontrolled pilot of WHO’s guided self-help intervention Self-Help Plus (SH+) for South Sudanese refugees in Rhino Camp, northern Uganda. The adapted intervention was feasible and associated with pre-post improvements on distress, functioning, depression, wellbeing, and psychological flexibility, leading the authors to plan future evaluation with South Sudanese women.

Key findings

  • SH+ materials were translated into Juba Arabic; group cognitive interviews with health workers produced 31 proposed changes to the illustrated manual and 42 to the audio script, while layperson interviews produced no audio-script changes and only three image changes.
  • In the uncontrolled pilot (n = 65; 33 women, 32 men), K6 distress scores decreased 58% from mean 14.6 (s.d. = 4.1) to 6.1 (s.d. = 3.7); WHODAS functional impairment decreased 33% from 27.4 (s.d. = 6.6) to 18.4 (s.d. = 7.4); PHQ-9 depression improved 69% from 13.4 (s.d. = 5.1) to 4.2 (s.d. = 4.4); WHO-5 wellbeing improved 75% from 32 (s.d. = 22.2) to 55.9 (s.d. = 21.5); AAQ-II psychological flexibility increased 75% from 22.5 (s.d. = 9.6) to 39.3 (s.d. = 8.7).
  • Attendance was high in the female group (76% missed none or one of five sessions) but mixed in the male group (38% missed none or one; 31% missed four sessions).
  • The process evaluation led to further adaptations and the decision to focus future effectiveness evaluations of SH+ in its current form on South Sudanese female refugees.

Methods

  • Phased adaptation and pilot in Rhino Camp refugee settlement, northern Uganda, including community consultations, translation and group cognitive interviewing, facilitator training and supervision, pilot implementation, and qualitative process evaluation.
  • Pilot used an uncontrolled pre-post design; 86 men and women were screened, and 65 who scored ≥5 on the K6 were included. Measures included K6, WHO-VAWI, WHODAS 2.0, PHQ-9, WHO-5, and AAQ-II, re-administered within 2 weeks post-intervention.
  • Quantitative analyses used descriptive statistics, Cronbach’s alpha, Pearson correlations, paired samples t tests or Wilcoxon signed-rank tests; qualitative process evaluation used semi-structured interviews and thematic analysis.

Limitations

  • The paper states that group cognitive interviews with laypersons did not yield substantial adaptation suggestions; the pilot was a small convenience sample without a control group and did not account for 17% lost to follow-up (three women, eight men); and qualitative analysis was conducted by one person, increasing risk of subjectivity.
  • The text makes evident that the uncontrolled design means pre-post changes should not be interpreted as effectiveness evidence, and the K6 had low internal consistency (α = 0.55).
  • The text also makes evident challenges with Juba Arabic comprehension, literacy-related barriers to worksheets, lack of material support as a participant complaint, and poor engagement among some male participants, especially younger men.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1017/gmh.2018.14

Cites

49 of 49 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 46 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Cognitive interviewing primarily resulted in adaptations to language with some minor adaptations to content.

    “Cognitive interviewing primarily resulted in adaptations to language with some minor adaptations to content.”
    Quote in the paperNot a substantial claim
  • Findingown data

    An uncontrolled pilot study (n = 65) identified changes in the expected direction on measures of psychological distress, functional impairment, depression, wellbeing, and psychological flexibility.

    “An uncontrolled pilot study (n = 65) identified changes in the expected direction on measures of psychological distress, functional impairment, depression, wellbeing, and psychological flexibility.”
    Quote in the paperSubstantial claim
  • Findingreasoning

    SH+ materials, including audio-recorded sessions and an accompanying illustrated manual, were translated into Juba Arabic.

    “The SH+ materials, including audio-recorded sessions and an accompanying illustrated manual, were translated into Juba Arabic.”
    • Also stated in: § Phase 1: Translation and group cognitive interviewing · plain
      “As advised by the community advisory board, we translated SH+ materials into Juba Arabic.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Juba Arabic is spoken by the large majority of refugees and is the language most commonly used by humanitarian agencies in interactions with refugees.
  • Findingown data

    The WHO-5 scores increased from an average of 32 (s.d. = 22.2) to 55.9 (21.5), an improvement of 75% in wellbeing.

    “The WHO-5 scores increased from an average of 32 (s.d. = 22.2) to 55.9 (21.5), an improvement of 75% in wellbeing.”
    Quote in the paperSubstantial claim
  • Findingown data

    A minority of key informants reported that the Juba Arabic used in the recordings was difficult to understand.

    “A minority of key informants reported that the Juba Arabic used in the recordings was difficult to understand.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. 38
  • May combine two claims. 48
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Facilitator training and supervision led to further suggested changes to delivery methods.

    “Facilitator training and supervision led to further suggested changes to delivery methods.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Findingown data

    The process evaluation resulted in further adaptations to intervention materials and the decision to focus future effectiveness evaluations of the intervention in its current form on South Sudanese female refugees.

    “The process evaluation resulted in further adaptations to intervention materials and the decision to focus future effectiveness evaluations of the intervention in its current form on South Sudanese female refugees.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Psychological flexibility was negatively correlated with psychological distress, functional impairment, and depression, and positively correlated with wellbeing, such that higher psychological flexibility was related to better outcomes, as expected.

    “Similarly, psychological flexibility was negatively correlated with psychological distress, functional impairment, and depression, and positively correlated with wellbeing, such that higher psychological flexibility was related to better outcomes, as expected.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The group did not suggest any changes to the audio script and only proposed three changes to images.

    “The group did not suggest any changes to the audio script and only proposed three changes to images.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants indicated that the skills taught by the program helped reduce ethnic tensions and increased socially supportive behaviors.

    “Participants also indicated that the skills taught by the program helped reduce ethnic tensions and increased socially supportive behaviors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    During and after supervision, facilitators provided additional suggestions for changes separate to the process evaluation including removal of worksheets, simplifying the audio script, reducing the length of sessions and some exercises, adding audio cues, and showing relevant illustrations.

    “During and after supervision, facilitators provided additional suggestions for changes separate to the process evaluation including, removal of worksheets (due to literacy concerns), simplifying the audio script, reducing the length of sessions and some exercises, adding audio cues to signal when a facilitator had to do an activity, and showing relevant illustrations from the SH+ manual to support”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Attendance in the male group was mixed: 38% of men (n = 12) missed none or one (out of five) sessions, 31% (n = 10) missed two or three sessions, and 31% (n = 10) missed four sessions.

    “Attendance in the male group was mixed: 38% of men (n = 12) missed none or one (out of five) sessions, 31% (n = 10) missed two or three sessions, and 31% (n = 10) missed four sessions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Internal consistency estimates were as follows: K6 α = 0.55; WHODAS 2.0 α = 0.69; PHQ-9 α = 0.75; WHO-5 α = 0.77; AAQ-II α = 0.76.

    “Internal consistency estimates were as follows: K6 α = 0.55; WHODAS 2.0 α = 0.69; PHQ-9 α = 0.75; WHO-5 α = 0.77; AAQ-II α = 0.76.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Participants frequently re-iterated that the intervention was seen as helpful, but were not always able to explain specifically how.

    “Participants frequently re-iterated that the intervention was seen as helpful, but were not always able to explain specifically how.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Health workers proposed 31 changes to the illustrated manual and 42 to the audio script.

    “Health workers proposed 31 changes to the illustrated manual and 42 to the audio script.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    These changes were incorporated after the pilot.

    “These changes were incorporated after the pilot.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    All correlations between outcome measures were in the expected directions, although they did not always reach statistical significance in this small sample.

    “All correlations were in the expected directions, although they did not always reach statistical significance in this small sample.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The group of lay people consisted of 12 South Sudanese refugees of both sexes and various ages.

    “The group of lay people consisted of 12 South Sudanese refugees of both sexes and various ages.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Pre- to post-assessment changes were in the expected direction on all measures and reached statistical significance despite the low sample size.

    “Pre- to post-assessment changes were in the expected direction on all measures and reached statistical significance despite the low sample size.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Sub-themes on overall helpfulness, appropriateness, involvement of family and friends, and proposed adaptations were described by all participants, though in more depth by completers.

    “Sub-themes on the overall helpfulness of the program, appropriateness, involvement of family and friends, and proposed adaptations were described by all participants, though in more depth by completers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Further changes were identified during the regular supervision.

    “Further changes were identified during the regular supervision.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Attendance in the female group was high: 76% of women (n = 25) missed none or one (out of five) sessions, and 25% (n = 8) missed two or three sessions.

    “Attendance in the female group was high: 76% of women (n = 25) missed none or one (out of five) sessions, and 25% (n = 8) missed two or three sessions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Changes to SH+ were identified during the training, recorded in field notes and later categorized using the Bernal et al. (1995) framework.

    “Changes to SH+ were identified during the training, recorded in field notes and later categorized using the Bernal et al. (1995) framework.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bernal et al., 1995

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    All facilitators suggested that for participants the minimal facilitator role would be unusual and different from previous experiences, so the facilitator role was adapted to somewhat increase their presence in the process.

    “All facilitators suggested that for participants this would be unusual and different from previous experiences, so the facilitator role was adapted to somewhat increase their presence in the process by starting the group, introducing the audio, and giving increased (but still minimal) clarifications and instructions to participants.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The theme of attendance was discussed primarily in interviews with participants who dropped out part way through the program.

    “The theme of attendance was discussed primarily in interviews with participants who dropped out part way through the program.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    During training, facilitators suggested changes primarily to the delivery method of SH+, including providing a longer spoken introduction, using energizer games or an opening activity consistent with practice in Rhino camp, setting ground rules as a group, and providing further explanations of key concepts where required.

    “During training, facilitators suggested changes primarily to the delivery method of SH+, including providing a longer spoken introduction, using energizer games or an opening activity consistent with practice in Rhino camp (e.g., singing and dancing), setting ground rules as a group, and providing further explanations of key concepts where required.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Even participants unable to read Juba Arabic indicated they understood the meaning from the illustrations in the manual and enjoyed looking at the illustrations, particularly after attending SH+ sessions.

    “Even those who were unable to read Juba Arabic indicated that they understood the meaning from the illustrations in the manual and enjoyed looking at the illustrations, particularly after attending the SH+ sessions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingreasoning

    Supervision Skype calls from Geneva occurred less than once a week and were less than 1 hour in length.

    “As a result, supervision Skype calls from Geneva occurred less than once a week and was less than 1 hour in length.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    A total of 86 men and women were screened for participation and 65 (76%) (33 women, 32 men) who scored above 5 on the K6 were included in the study.

    “A total of 86 men and women were screened for participation and 65 (76%) (33 women, 32 men) who scored above 5 on the K6 were included in the study (Table 1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Group cognitive interviews were carried out with one group of health workers and one group of laypersons.

    “Group cognitive interviews were carried out with one group of health workers and one group of laypersons.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The lack of provision of basic goods or services as part of SH+ delivery was one of the primary challenges mentioned by all participants, although the extent to which it was a barrier to attendance varied.

    “The fact that no basic goods or services were provided as part of SH+ delivery was one of the primary challenges that were mentioned by all participants, although the extent to which this was a barrier to attendance varied.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants emphasized the relevance of many of the SH+ concepts to their community due to the stresses that they were facing and did not indicate that any of the text or illustrations were offensive.

    “Participants emphasized the relevance of many of the SH+ concepts to their community due to the stresses that they were facing and did not indicate that any of the text or illustrations were offensive.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    A number of participants reported focusing their problem-solving on things that could be changed, as well as improvements in awareness, sleep, and ability to enjoy daily activities.

    “A number of participants also reported focusing their problem-solving on things that could be changed, as well as improvements in their awareness, sleep, and the ability to enjoy daily activities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    During training, facilitators reported some content (e.g. a repeated grounding exercise) was too long.

    “During training, facilitators reported some content (e.g. a repeated grounding exercise) was too long (though these changes could not be incorporated before the Phase 3 pilot).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants indicated they could easily understand and relate to the illustrations, and several indicated they had shared the illustrated manual with others in their community.

    “These participants indicated that they could easily understand and relate to the illustrations and several indicated that they had shared the illustrated manual with others in their community.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Overall, participants indicated that each of the sections in the materials covered during cognitive interviewing were comprehensible, relevant, and acceptable.

    “Overall, participants indicated that each of the sections in the materials covered during cognitive interviewing were comprehensible, relevant, and acceptable.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Non-partner sexual violence was reported by two women (6%) and two men (6%).

    “Non-partner violence was reported by 11 women (33%) and nine men (28%) (physical violence) and two women (6%) and two men (6%) (sexual violence).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    We were unable to conduct post-intervention interviews with 11 participants [17%: three female (9%), eight male (25%)].

    “We were unable to conduct post-intervention interviews with 11 participants [17%: three female (9%), eight male (25%)].”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants on average reported severe mental distress at baseline (M = 14.5, s.d. = 4.1), as compared with the commonly used cut-off score of 13 for severe psychological distress on the K6.

    “Participants on average reported severe mental distress at baseline (M = 14.5, s.d. = 4.1), as compared with the commonly used cut-off score of 13 for severe psychological distress on the K6.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Internal consistency estimates (Cronbach's Alpha) were satisfactory for all measures except for the K6, ranging from α = 0.55 to 0.77.

    “Internal consistency estimates (Cronbach's Alpha) were satisfactory for all measures except for the K6, ranging from α = 0.55 to 0.77.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    Psychometric properties of measures overall were satisfactory in terms of internal consistency, sensitivity to change, and convergent/discriminant validity.

    “Psychometric properties of measures overall were satisfactory in terms of internal consistency, sensitivity to change, and convergent/ discriminant validity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Some male participants did not engage with the program, indicating that some other men were talking during the intervention and some men drank alcohol before attending sessions.

    “Finally, some male participants did not engage with the program indicating that some other men were talking when the intervention was ongoing and that there were men drinking alcohol before attending sessions”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Some key informants indicated they would be more comfortable listening to a recording in their ethnic language.

    “Others indicated that they would be more comfortable listening to a recording in their ethnic language.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants indicated that some younger male participants, in particular, did not find the program interesting and were not open to learning in that setting.

    “Participants indicated that some younger male participants, in particular, did not find the program interesting and were not open to learning in that setting.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Numerous minor changes to language and images were suggested during the cognitive interviewing.

    “Numerous minor changes to language and images were suggested during the cognitive interviewing”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The group cognitive interviews with laypersons did not lead to substantial suggestions for adaptations, in contrast to more detailed suggestions from health workers and process evaluation participants.

    “First, the group cognitive interviews with laypersons did not lead to substantial suggestions for adaptations, in contrast to the more detailed suggestions from group cognitive interviews with health workers, as well as the comments from intervention participants in the process evaluation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Some participants indicated attending every session was challenging given many other activities in the camp, and one SH+ session coincided with a food distribution activity scheduled by another agency.

    “Others indicated that attending every session was challenging given the many other activities ongoing in the camp. For instance, one of the SH+ sessions coincided with a food distribution activity that had been scheduled by another agency working in the camp making it challenging for participants to attend that day.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The guided self-help intervention could be adapted for and feasibly implemented among female South Sudanese refugees in northern Uganda.

    “We found that this potentially scalable, guided self-help intervention could be adapted for and feasibly implemented among female South Sudanese refugees in northern Uganda.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The pilot sample and setting are representative of female South Sudanese refugees in northern Uganda, so that feasibility findings generalize.
  • May combine two claims.

    Premisecitation

    Although there is evidence from randomized controlled trials supporting psychotherapies for PTSD, such interventions have limitations with regard to their feasibility for scale-up in disrupted and under-resourced health systems, given the need for an extensive workforce of adequately trained providers and supervisors.

    “Second, although there is evidence from randomized controlled trials supporting psychotherapies (e.g., for PTSD, trauma-focused cognitive behavioral therapies and eye movement desensitization and reprocessing) (Tol et al., 2013a) such interventions have limitations with regard to their feasibility for scale-up in disrupted and under-resourced health systems, given the need for an extensive workfor”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Tol et al., 2013a

      Not checked in the free run.

    • cites Tol et al., 2014

      Not checked in the free run.

    • cites Silove et al., 2017

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A recent systematic review and epidemiological modeling study with conflict-affected populations in non-Western settings found age-standardized pooled prevalence rates of 12.9% for PTSD (66 studies, 27 countries) and 7.6% for depression (33 studies, 20 countries).

    “A recent systematic review and epidemiological modeling study with conflict-affected populations in non-Western settings found age-standardized pooled prevalence rates of 12.9% for post-traumatic stress disorder (PTSD) (66 studies, 27 countries) and 7.6% for depression (33 studies, 20 countries) (Charlson et al., 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Charlson et al., 2016

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Adaptation frameworks commonly suggest iterative processes that emphasize engaging with stakeholders through qualitative research approaches before piloting the intervention using process evaluation methods.

    “Adaptation frameworks commonly suggest iterative processes that emphasize engaging with stakeholders through qualitative research approaches before piloting the intervention using process evaluation methods. Adapted interventions may then be tested using controlled designs (Medical Research Council, 2008; Chowdhary et al., 2014).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Medical Research Council, 2008

      Not checked in the free run.

    • cites Chowdhary et al., 2014

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    WHO has developed a stress management package based on a guided self-help format called Self-Help Plus (SH+) that may address the aforementioned barriers.

    “As part of efforts to make available a series of scalable psychological interventions, the World Health Organization (WHO) has developed a stress management package based on a guided self-help format called Self-Help Plus (SH+) that may address aforementioned barriers (Epping-Jordan et al., 2016).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Epping-Jordan et al., 2016

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Intervention research in LMIC humanitarian settings has often focused on evaluating psychotherapeutic interventions for PTSD and depression.

    “In keeping with this epidemiological literature, intervention research in LMIC humanitarian settings has often focused on evaluating psychotherapeutic interventions for PTSD and depression (Tol et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Tol et al., 2011

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    Several frameworks for the cultural adaptation of psychological interventions have been published.

    “Several frameworks for the cultural adaptation of psychological interventions have been published (Bernal et al., 1995; Hwang, 2009; Barrera et al., 2013) with adapted interventions appearing to be more effective than non-adapted interventions (Benish et al., 2011; Harper Shehadeh et al., 2016).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Bernal et al., 1995

      Not checked in the free run.

    • cites Hwang, 2009

      Not checked in the free run.

    • cites Barrera et al., 2013

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Study procedures were approved by the WHO Ethics Review Committee, Johns Hopkins Bloomberg School of Public Health Institutional Review Board, the Lacor Hospital Institutional Research and Ethics Committee, and the Uganda National Council for Science and Technology.

    “Study procedures were approved by the WHO Ethics Review Committee, Johns Hopkins Bloomberg School of Public Health Institutional Review Board, the Lacor Hospital Institutional Research and Ethics Committee, and the Uganda National Council for Science and Technology.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    WHO is in the process of developing a systematic psychological intervention adaptation framework, inspired, in part, by earlier work on translation and adaptation of instruments.

    “WHO is in the process of developing a systematic psychological intervention adaptation framework, inspired, in part, by earlier work on translation and adaptation of instruments (van Ommeren et al., 1999).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites van Ommeren et al., 1999

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All groups were successfully conducted by the facilitator team.

    “All groups were successfully conducted by the facilitator team.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Based on the premise that attempts to suppress or avoid unwanted thoughts and feelings may paradoxically worsen them, ACT teaches alternative methods to accommodate difficult thoughts and feelings, primarily through mindfulness techniques.

    “Based on the premise that attempts to suppress or avoid unwanted thoughts and feelings may paradoxically worsen them, ACT teaches alternative methods to accommodate difficult thoughts and feelings, primarily through mindfulness techniques. At the same time, ACT also focuses on guiding participants to live in ways consistent with their personal values (Hayes et al., 2011).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hayes et al., 2011

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Translation into one of the ethnic languages would limit accessibility for other ethnic groups, and may have been perceived as privileging one ethnic group over another.

    “Translation into one of these languages would limit accessibility for other ethnic groups, and may have been perceived as privileging one ethnic group over another.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    SH+ is intended to decrease psychological distress in people with or without a diagnosed condition associated with a range of adversities, but is not intended for participants with severe health problems such as psychosis or imminent risk of suicide.

    “SH+ is intended to decrease psychological distress in people with or without a diagnosed condition associated with a range of adversities (e.g., interpersonal and collective violence, chronic poverty), but is not intended for participants with severe health problems such as psychosis or imminent risk of suicide (Epping-Jordan et al., 2016).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Epping-Jordan et al., 2016

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The current study is the first effort to apply key aspects of this framework and adapt a self-help intervention with refugees in a LMIC.

    “The current study is the first effort to apply key aspects of this framework and adapt a self-help intervention with refugees in a LMIC.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The intervention is based on principles of Acceptance and Commitment Therapy (ACT), a third-wave cognitive behavioral therapy that aims to enhance psychological flexibility.

    “The intervention is based on principles of Acceptance and Commitment Therapy (ACT), a third-wave cognitive behavioral therapy that aims to enhance psychological flexibility (Hayes et al., 2006).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hayes et al., 2006

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    ACT also focuses on guiding participants to live in ways consistent with their personal values.

    “Based on the premise that attempts to suppress or avoid unwanted thoughts and feelings may paradoxically worsen them, ACT teaches alternative methods to accommodate difficult thoughts and feelings, primarily through mindfulness techniques. At the same time, ACT also focuses on guiding participants to live in ways consistent with their personal values (Hayes et al., 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hayes et al., 2011

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All participants signed informed consent forms or noted consent with a thumbprint.

    “All participants signed informed consent forms or noted consent with a thumbprint.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Typically, researchers have taken a 'middle ground' approach in which adaptations are made to enhance acceptability and effectiveness while maintaining fidelity to the core elements of the psychological intervention.

    “Typically, researchers have taken a ‘middle ground’ approach in which adaptations are made to enhance acceptability and effectiveness while maintaining fidelity to the core elements of the psychological intervention (Chowdhary et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Chowdhary et al., 2014

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Cognitive interviewing is commonly used to check whether the meaning of survey questions has been translated accurately, but has also been applied in the development of interventions such as health education materials.

    “Cognitive interviewing is commonly used to check whether the meaning of survey questions has been translated accurately (Beatty & Willis, 2007), but has also been applied in the development of interventions such as health education materials (Carbone et al., 2002).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Beatty & Willis, 2007

      Not checked in the free run.

    • cites Carbone et al., 2002

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The format of the intervention, including large group and relatively light training and supervision requirements, would allow for easier integration as compared with other psychotherapeutic interventions.

    “This may be a particularly interesting avenue because the format of the intervention (e.g. large group, relatively light training and supervision requirements) would allow for easier integration as compared with other psychotherapeutic interventions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    The study findings highlight the importance of taking an iterative and comprehensive approach to adaptation that uses multiple methods drawing from diverse fields and views adaptation as a continuous process of improvement.

    “Overall, we feel the study findings highlight the importance, particularly with new or innovatively delivered interventions, of taking an iterative and comprehensive approach to adaptation that uses multiple methods drawing from diverse fields and views adaptation as a continuous process of improvement.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The iterative and comprehensive adaptation approach resulted in a more feasible and easy to deliver intervention than would have been the case if adaptation was viewed as a singular event occurring before piloting.

    “Our experience of this approach has been that it resulted in a more feasible and easy to deliver intervention than would have been the case if the adaptation was viewed as a singular event occurring before piloting.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A systematic review of adaptation efforts of depression interventions found that the most common adaptations are in language, therapist, contextual fit, and methods.

    “A systematic review of adaptation efforts of depression interventions found that the most common adaptations are in the categories of language (e.g. use of colloquial expressions); therapist (e.g. adjusting therapeutic style); contextual fit (e.g., inclusion of family members if requested); and methods (e.g. reducing tasks relying on literacy) (Chowdhary et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Chowdhary et al., 2014

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    If proven effective, SH+ could be more feasibly integrated into other humanitarian programs, which may assist in breaking observed vicious cycles between social determinants and psychological distress.

    “If proven effective, SH+ could be more feasibly integrated into other humanitarian programs, which may assist in breaking observed vicious cycles between social determinants (e.g., poverty and intimate partner violence) and psychological distress (Lund et al., 2011; Tol et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Lund et al., 2011

      Not checked in the free run.

    • cites Tol et al., 2017

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Low attendance of men, negative dynamics due to alcohol use by some participants, and observed disinterest of young men indicated a need for further intervention development with this population.

    “We felt the low attendance of men, negative dynamics due to alcohol use by some participants, and observed disinterest of young men in particular, indicated the need for further intervention development with this population.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    The research contributes to a wider consideration of opportunities and challenges associated with the global dissemination of psychological interventions.

    “As such, the research contributes to a wider consideration of opportunities and challenges associated with the global dissemination of psychological interventions (Fairburn & Patel, 2014; White et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Fairburn & Patel, 2014

      Not checked in the free run.

    • cites White et al., 2017

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationown data

    Training and pilot implementation identified a need to increase the role of facilitators, including introducing sessions, providing instructions for group discussions instead of using audio, and answering questions to clarify content.

    “a need to increase the role of facilitators (e.g. by introducing sessions, providing the instructions for group discussions instead of using the audio to do so, and answering questions to clarify content)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The pilot study's assessment of pre- and post-intervention scores was completed with a small convenience sample without a control group, and did not take into account participants lost to follow-up (17%: three women, eight men).

    “Second, the pilot study's assessment of pre- and post-intervention scores was completed with a small convenience sample without a control group, and did not take into account participants lost to follow-up (17%: three women, eight men).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductnone given

    The analysis of the qualitative process evaluation data was conducted by one person, increasing the risk for subjectivity in analyses.

    “Third, the analysis of the qualitative process evaluation data was conducted by one person, increasing the risk for subjectivity in analyses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The revised approach retained the advantages of using audio-recorded materials and an illustrated manual over conventional group psychotherapeutic interventions, including easier fidelity, larger groups, and reduced training and supervision requirements.

    “This approach retained the advantages of using audio-recorded materials and an illustrated manual over conventional group psychotherapeutic interventions (i.e. easier to ensure fidelity to intervention content, ability to have larger groups, reduced training, and supervision requirements).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    The pre-post results should not be interpreted as an indication of the effectiveness of the intervention but rather as an indication of the potential appropriateness of the assessment measures and trends for future controlled studies.

    “These results should not be interpreted as an indication of the effectiveness of the intervention but rather as an indication of the potential appropriateness of the assessment measures and trends that should be explored further in future controlled studies.”
    Quote in the paperSubstantial claim
73 of 73
  • The paper relies on this without support.

    Juba Arabic is spoken by the large majority of refugees and is the language most commonly used by humanitarian agencies in interactions with refugees.

    “Juba Arabic is spoken by the large majority of refugees and is the language most commonly used by humanitarian agencies in interactions with refugees.”
  • The paper relies on this without support.

    The pilot sample and setting are representative of female South Sudanese refugees in northern Uganda, so that feasibility findings generalize.

    “We found that this potentially scalable, guided self-help intervention could be adapted for and feasibly implemented among female South Sudanese refugees in northern Uganda.”
  • The paper relies on this without support.

    Juba Arabic is used more commonly as a spoken rather than a written language.

    “which is used more commonly as a spoken rather than a written language.”
  • The paper relies on this without support.

    Juba Arabic is used differently by different groups in South Sudan.

    “due to the different ways in which Juba Arabic is used by different groups in South Sudan.”
  • The paper relies on this without support.

    Developing intervention materials in ethnic languages risks showing partiality towards specific ethnic groups.

    “the risk of showing partiality towards specific ethnic groups”
5 of 5

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The pilot showed promising results for SH+, consistent with studies of SH+ in other countries in the prevention and treatment of common mental disorders in refugees and asylum seekers.

    “Importantly, the pilot showed promising results for SH+, which were consistent with studies of SH+ in other countries in the prevention and treatment of common mental disorders in refugees and asylum seekers (34–36).”

    From Translation, adaptation, and initial evaluation of a guided self-help intervention to reduce psychological distress among nurses during COVID-19 in China (2023) · cites this paper as [36]

    The Results (Phase 3: Pilot implementation) report improvements in distress, depression, and other measures after SH+, supporting the description of the pilot as promising. The study used an uncontrolled pre-post design, however, and the cited paper does not establish consistency with SH+ studies in other countries or its effectiveness for prevention and treatment among refugees and asylum seekers. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • Initial piloting with one group of male and female refugees each identified challenges with engagement and participation of male refugees.

    “Initial piloting with one group of male and female refugees each identified challenges with engagement and participation of male refugees. 22”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • K6 inclusion threshold is stated two ways

    Minor

    The eligibility rule includes people scoring exactly 5, whereas the results describe included participants as scoring above 5.

  • Male WHODAS confidence interval is not centered on the mean difference

    Minor

    The reported 95% confidence interval has a midpoint of −2.81, not the reported mean difference of −8.00. Its positive upper bound also conflicts with the reported negative t statistic and p < 0.001.

    Reported -8 · recomputed -2.81

  • Female attendance percentage is too high

    Minor

    Eight of 33 women is 24% to the nearest whole percent, not 25%.

    Reported 25 · recomputed 24.242424

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 9

  1. 2017a, Global Trends – Forced Displacement in 2016
  2. 2016, Atlas.ti 8 for Mac
  3. Harris, 2014, The Illustrated Happiness Trap: How to Stop Struggling and Start Living
  4. Lewis, 2015, Ethnologue: Languages of South Sudan
  5. 2008, Developing and Evaluating Complex Interventions: New Guidance
  6. 2017b, Refugee Settlements Health Indicators Analysis
  7. 2016, The Impact of Language Policy and Practice on Children's Learning: Evidence From Eastern and Southern Africa – South Sudan
  8. 2012, Assessing Mental Health and Psychosocial Needs and Resources: Toolkit for Humanitarian Settings Geneva
  9. 2013, Stata Statistical Software: Release 13

Cited by

Sorted by citations

Authors
Tol, W. A., Augustinavicius, J., Carswell, K., Brown, F. L., Adaku, A., Leku, M. R., García-Moreno, C., Ventevogel, P., White, R. G., & van Ommeren, M.
Affiliations
  • Johns Hopkins University (US)
  • World Health Organization (CH)
  • Harvard University (US)
  • Arua Regional Referral Hospital (UG)
  • Office of the United Nations High Commissioner for Refugees (CH)
  • University of Liverpool (GB)
Corresponding author
Tol, W. A.
Venue
Global Mental Health
Published
2018
Volume
5
Pages
e25-e25
ISSN
2054-4251 (ISSN-L)
OpenAlex
W2883369307
Cited by
69
References
49
Citations by year
2026: 7 · 2025: 7 · 2024: 7 · 2023: 10 · 2022: 9 · 2021: 12 · 2020: 11 · 2019: 5 · 2018: 1
FWCI
8.52
Type
journal article
Language
en
Open access
Locations
  • Cambridge Prisms Global Mental Health (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Funders
World Health Organization
Topics
  • Social Sciences › Psychology › Clinical Psychology › Migration, Health and Trauma
  • Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
  • Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
Keywords
psychological distress, South Sudanese refugees, refugee mental health, intervention adaptation, cognitive interviewing, facilitator training, process evaluation, depression, psychological flexibility, refugee women, forced migration, scalable interventions, Uganda

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-07.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-07.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review