Validation and Factor Analysis of the Child and Youth Resilience Measure for Indigenous Australian Boarding School Students

Development of an Aboriginal Resilience and Recovery Questionnaire - a collaboration between practitioners and help-seeking clients of a Victorian Aboriginal community controlled health service

BACKGROUND

Indigenous experiences and perspectives of resilience, healing and recovery from trauma is gaining increasing attention, with a growing qualitative literature that spans multiple indigenous cultural groups. However, few quantitative measures are available. In this article, development of a preliminary version of the Aboriginal Resilience and Recovery Questionnaire is described.

AIM

The first aim of this study was to describe findings from two focus groups that provided theoretical knowledge and development of items for a draft version of an Aboriginal Resilience Recovery Questionnaire. The second aim of the study was to conduct a preliminary psychometric analysis of the properties of the measure.

DESIGN

Multi-method research design grounded in indigenous research methodologies.

MEASURES

Aboriginal Resilience and Recovery Questionnaire, Australian Aboriginal Version of the Harvard Trauma Questionnaire Trauma symptom subscale, Growth and Empowerment Measure.

RESULTS

(1) Two focus groups with six counselling staff from an Aboriginal health service were run that explored Victorian Aboriginal understandings of resilience, healing, and recovery from trauma. Sixty different protective factors viewed as potentially important to resilience, healing and recovery from trauma were identified by participants. (2) Following a review of the resilience literature, 75 items were reviewed and revised, with additional items developed by the focus group. (3) The final outcome was 60 items selected for a preliminary version of the Aboriginal Resilience Recovery Questionnaire, 50 of which made up 19 different subscales in addition to 10 single items. (4) Structured interviews were conducted with 81 help seeking Aboriginal clients recruited from the same health service. Preliminary psychometric assessment of the Aboriginal Resilience Recovery Questionnaire was undertaken using Principal Components Analysis. Two component subscales were extracted with adequate internal consistency and good convergent and discriminant validity. For both subscales there were moderate to strong positive associations with empowerment, and moderate to strong negative associations with trauma symptom severity.

CONCLUSION

The preliminary results are promising for a strength-based resilience measure developed from the knowledge of Aboriginal practitioners and staff of a counselling service. Further research to address some psychometric limitations in the measure is required. A larger sample size will allow for a common factor analysis to be conducted. The Aboriginal Resilience Recovery Questionnaire has potential to assist Aboriginal Community Controlled Health Organisations and other organisations to evaluate whether services and programs can effectively support community members to strengthen individual, relational, community and cultural resilience resources.

Validity and reliability of a Chinese language suicide screening questionnaire-observer rating (CL-SSQ-OR) assessment for children/adolescents

Background

A Suicide Screening Questionnaire-Observer Rating (SSQ-OR) has been used to assess risk of suicide among individuals and to help clinicians identify and rescue individuals attempting suicide. To prevent the risk of suicide in China, a Chinese language SSQ-OR (CL-SSQ-OR) needs to be introduced.

Objective

To test the validity and reliability of a CL-SSQ-OR.

Method

A total of 250 individuals were enrolled in this study. Each completed a CL-SSQ-OR assessment, Patient Health Questionnaire-9, and the Beck Scale for Suicide Ideation. Confirmatory factor analysis (CFA) was adopted to determine structural validity. Spearman correlation coefficients were adopted to determine criterion validity. An internal correlation coefficient (ICC) was used to test inter-consistency and Cronbach's α coefficient was used to test split-half reliability.

Results

CFA was conducted with use of the maximum variance method to evaluate the item results. All of the items received scores >0.40. In addition, good model fit indices were observed for the two-factor structure RMSEA = 0.046, TLI = 0.965, CFI = 0.977. The items' factor loading of the CL-SSQ-OR in the first factor ranged from 0.443 to 0.878. The items' factor loading of the CL-SSQ-OR in the second factor ranged from 0.400 to 0.810. The ICC of the total CL-SSQ-OR was 0.855. Cronbach's α was 0.873.

Conclusion

The CL-SSQ-OR described here demonstrates ideal psychometric properties and is found to be a suitable tool for screening Chinese children/adolescents who are at risk of suicide.

Community Engagement and Psychometric Methods in Aboriginal and Torres Strait Islander Patient-Reported Outcome Measures and Surveys-A Scoping Review and Critical Analysis

(1) Background: In healthcare settings, patient-reported outcome measures (PROMs) and surveys are accepted, patient-centered measures that provide qualitative information on dimensions of health and wellbeing. The level of psychometric assessment and engagement with end users for their design can vary significantly. This scoping review describes the psychometric and community engagement processes for PROMs and surveys developed for Aboriginal and Torres Strait Islander communities. (2) Methods: The PRISMA ScR guidelines for scoping reviews were followed, aimed at those PROMs and surveys that underwent psychometric assessment. The Aboriginal and Torres Strait Islander Quality Appraisal Tool and a narrative synthesis approach were used. (3) Results: Of 1080 articles, 14 were eligible for review. Most articles focused on a validity assessment of PROMs and surveys, with reliability being less common. Face validity with Aboriginal and Torres Strait Islander communities was reported in most studies, with construct validity through exploratory factor analyses. Methodological design risks were identified in the majority of studies, notably the absence of explicit Indigenous knowledges. Variability existed in the development of PROMs and surveys for Aboriginal and Torres Strait Islander communities. (4) Conclusions: Improvement in inclusion of Indigenous knowledges and research approaches is needed to ensure relevance and appropriate PROM structures. We provide suggestions for research teams to assist in future design.

Validation of the Child and Youth Resilience Measure-28 (CYRM-28) in India

Background:

The Child and Youth Resilience Measure-28 (CYRM-28) is one of the few measures based on a contextually and culturally embedded understanding of resilience. However, its psychometric properties have not been examined in India which is home to the largest proportion of adolescents worldwide. The present study was conducted to address this gap.

Aims:

This study examined the psychometric properties and factor structure of the English and Hindi translated version of the CYRM-28 in the Indian context. Additionally, it investigated the role of select sociodemographic factors on the resilience levels of Indian school-going adolescents.

Method:

Using convenience sampling, data were collected from 1281 adolescents (mean = 15.28 years; SD = 1.08) enrolled in private and government schools in rural and urban parts of Northern India. Three measures were used in this study: CYRM-28, Warwick-Edinburg mental well-being scale (WEMWBS) and PERMA. Descriptive statistics, confirmatory factor analysis, reliability analysis, correlation, and multivariate analysis of variance were conducted to validate the scale and to study the effect of sociodemographic factors on resilience levels of India adolescents.

Results:

A 16-item (English and Hindi) version of the CYRM-28, with a three factor-structure was found to be the most adequate fit for the Indian context. It demonstrated good reliability and convergent validity with the WEMWBS and PERMA. Further, the multivariate results, albeit with a small effect size, showed a significant main effect for place of residence and age, with urban and older adolescents obtaining higher resilience scores than their rural and younger counterparts.

Conclusion:

The present research shows that a shorter 16-item version of the CYRM with a three-factor structure is a reliable and valid tool for use among Indian adolescents. The CYRM is a robust resilience measure being used across varied cultures—its validation in the Indian context widens the scope for resilience research in the Indian adolescent population.

Validation of the Child and Youth Resilience Measure-28 (CYRM-28) among Spanish youth

Objectives

This article presents a validation study of the 28-item Child and Youth Resilience Measure (CYRM-28). The sample contained 365 Spanish youth ages between 15 to 21, from Navarre (Spain), all of them enrolled in Initial Vocational Qualification Programs.

Method

The CYRM-28 was administered to students from 27 secondary schools in the province of Navarre. Confirmatory analyses were conducted.

Results

The structure of the original scale was confirmed, as well as acceptable psychometric properties.

Discussion

Findings add support to the CYRM-28 as a reliable and valid self-report instrument that measures three components of resilience processes in the lives of youth with complex needs. The CYRM-28 shows adequate psychometric properties, the CFA presents indices of goodness and fit (Chi-squared = 60,170, df = 17, p < .001; CFI = .960, TLI = .934, IFI = .961, RFI = .911 and NFI = .946; RMSEA = .084).

Conclusion

Advanced statistical modeling yielded evidence that the scale, originally developed for use in several countries, can be used to assess resilience in Spanish youth.

Service Use and Resilience among Adolescents Living with HIV in Blantyre, Malawi

Introduction:

Adolescents living with HIV (ALHIV) experience social and health challenges that warrant the provision of services and relational support to build resilience. Little is known about how social, community and health services help. We examine formal and alternative service use by and resilience of ALHIV participating in an enhanced teen-club clinic (TCC) programme.

Description:

TCC is an adolescent-centred differentiated care model offering a ‘one-stop-shop’ for HIV/Sexual and Reproductive Health (SRH) services to ALHIV. A survey was conducted with 406 ALHIV to determine frequency of use and satisfaction with services. In addition, we conducted 26 in-depth interviews with ALHIV, 12 group discussions with 144 caregivers, and observations of workshops held for 35 health workers to capture multiple perspectives on service use and relational support systems for adolescent’s wellbeing.

Discussion:

About 70% of ALHIV were concurrently clients of three or more services. The multi-method analysis showed variations on risks, range of services, frequency of use and satisfaction. Interview data reflected complex factors influencing access to formal services, and caregivers and adolescents also sought alternative care from spiritual and traditional healers.

Conclusion:

Adolescent centred-approaches have the potential to enhance resilience promoting resources and outcomes. A multi-sectoral approach to service use and provision is critical to inform adolescent intervention programs and wellbeing.

Boarding and Day School Students: A Large-Scale Multilevel Investigation of Academic Outcomes Among Students and Classrooms

Boarding school is a major educational option for many students (e.g., students living in remote areas, or whose parents are working interstate or overseas, etc.). This study explored the motivation, engagement, and achievement of boarding and day students who are educated in the same classrooms and receive the same syllabus and instruction from the same teachers (thus a powerful research design to enable unique comparisons). Among 2,803 students (boarding n = 481; day n = 2,322) from 6 Australian high schools and controlling for background attributes and personality, we found predominant parity between boarding and day students in their motivation, engagement, and achievement. We also found that classroom-average motivation, engagement, and achievement was not significantly affected by the number of boarders (relative to day students) in the classroom. In addition, the effects of boarding were generally not moderated by students’ background or personality attributes. We conclude that boarders have academic opportunities and outcomes that are comparable to their day student counterparts. Implications for students, teachers, and parents are discussed.

Validating a Child Youth Resilience Measurement (CYRM-28) for Adolescents Living With HIV (ALHIV) in Urban Malawi

Resilience as a strength-based notion, measured across cultures, age groups, and sub-populations, contributes to understanding health and well-being. Yet, there is limited evidence of how the construct performs in resource-limited countries. We explored the psychometric properties of the CYRM-28 and validated the scale with adolescents living with HIV (ALHIV), a key sub-population. The participants included members of an advisory panel and 406 ALHIV, aged 15–19 years, attending an antiretroviral therapy and teen-club clinic in Blantyre, Malawi. This study employed a mixed-method study using an exploratory sequential design. The advisory panel discussed the CYRM-28, and select ALHIV then translated it into Chichewa, pilot-tested it using cognitive interviews, and back-translated it for clarity and appropriateness. The resultant CYRM-28 was tested using a survey with purposefully selected ALHIV. The overall median score was 123, with an interquartile range of 110–130. Minimum and maximum scores were 53 and 140. Cronbach’s alpha of 0.863 and Kaiser–Meyer–Olkin measure (0.866) confirmed internal consistency and the sample size adequacy, respectively. Bartlett’s tests of sphericity (p < 0.001) informed factor analysis. Exploratory factor analysis determined possible dimensions of resilience and the sub-scales. The confirmatory factor analysis (CFA) confirmed the construct validity and supported a three-factor model consistent with the conceptualization of resilience as a multi-dimensional construct. Structural equation modeling was applied to perform CFA to measure model of resilience. Multiple fit indices showed a good fit for the model. The CYRM-28 has good internal consistency, test and re-test reliability, and moderate convergent validity which render it useful as a self-report resilience measure to inform and evaluate interventions for the health and well-being of adolescents in Malawi.

Integrating Healthcare Services for Indigenous Australian Students at Boarding Schools: A Mixed-Methods Sequential Explanatory Study

INTRODUCTION

Many Aboriginal and Torres Strait Islander Australian adolescents from remote communities attend boarding schools, requiring integrated healthcare between home and schools. This study explored students' health status, healthcare service use and satisfaction.

METHODOLOGY

A two-phased mixed-methods explanatory design was implemented. 32 Indigenous primary and 188 secondary boarding school students were asked their health status, psychological distress, use of healthcare services in community and boarding school, and service satisfaction. Results were fed back to students, parents and community members, and education and healthcare staff to elicit further explanation and interpretation.

RESULTS

In the previous year, 75% of primary and 81% of secondary boarding school students had visited a doctor. More than 90% were satisfied with healthcare services used. Despite 27.1% reporting high psychological distress, students did not perceive distress as reducing their overall health, nor was distress associated with mental healthcare service use.

DISCUSSION

Despite high levels of service use and satisfaction, this study highlighted the need for improved healthcare integration for Indigenous adolescents between school-based and remote community services. Further research is needed to identify students' expectations and models for healthcare integration.

CONCLUSION

With resourcing, schools could play a greater role in facilitating access to healthcare.