Mental health disturbance in preclinical medical students and its association with screen time, sleep quality, and depression during the COVID-19 pandemic.

BACKGROUND: Affected by various hurdles during COVID-19, preclinical medical students are at an elevated risk for mental health disturbances. However, the effects of modern mental health problems on preclinical medical students have not been adequately researched. Thus, this study was aimed to identify the proportions and implications of current mental health problems for depression, sleep quality and screen time among Indonesian medical preclinical students during the COVID-19 pandemic. METHODS: This cross-sectional study was conducted using crowdsourcing between October 2020 and June 2021. During the study period, 1,335 subjects were recruited, and 1,023 datasets were identified as valid. General Health Questionnaire-12 (GHQ-12) was used to measure current mental health disturbances (categorized as without current mental health disturbances, psychological distress, social dysfunction, or both). The Patient Health Questionnaire-9 (PHQ-9) was used to assess depression, the Pittsburgh Sleep Quality Index (PSQI) was employed to assess sleep quality, and a questionnaire devised for this study was used to assess screen time length per day. Multivariate data analysis was conducted using SPSS version 24 for Mac. RESULTS: According to the findings, 49.1% of the 1,023 participants had current mental health disturbances: 12.8% had psychological distress, 15.9% had social dysfunction, and the rest (20.4%) had both psychological distress and social dysfunction. The statistical analysis provided strong evidence of a difference (p < 0.001) between the medians of depression and sleep quality with at least one pair of current mental health disturbance groups, but the difference for screen time was not significant (p = 0.151). Dunn's post-hoc analysis showed that groups without current mental health problems had significantly lower mean ranks of depression and sleep quality compared to groups that had current mental health problems (p < 0.001). CONCLUSION: Current mental health disturbances during the COVID-19 pandemic were significantly associated with preclinical medical students' depression and sleep quality in preclinical medical students. Thus, mental health programs for this specific population should be tailored to integrate mindfulness therapy, support groups, stress management, and skills training to promote mental wellbeing.

Victimization by traditional bullying and cyberbullying and the combination of these among adolescents in 13 European and Asian countries.

There has been a lack of studies on bullying in non-western low-income and middle-income countries. This study reported the prevalence of traditional victimization, cybervictimization, and the combination of these, in 13 European and Asian countries, and explored how psychiatric symptoms were associated with victimization. The data for this cross-sectional, school-based study of 21,688 adolescents aged 13-15 were collected from 2011 to 2017. The main outcomes were traditional and cybervictimization obtained from student self-reports. The Strengths and Difficulties Questionnaire was used to assess psychiatric symptoms. Generalized estimating equation and logistic regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (95% CIs). The mean prevalence of any victimization was 28.9%, of traditional victimization only, this was 17.7%, and for cybervictimization only this was 5.1%. Cybervictimization occurred both independently, and in combination with, traditional victimization. The mean prevalence of combined victimization was 6.1%. The mean proportion of those who were cyberbullied only among those who were either cyberbullied only or bullied both traditionally and in cyber was 45.1%. The rates of prevalence varied widely between countries. In the total sample, those who experienced combined victimization, reported the highest internalizing symptoms (girls, OR 1.25, 95% CI 1.22-1.29; boys, OR 1.29, 95% CI 1.25-1.33). The study findings suggest that anti-bullying interventions should include mental health components and target both traditional and cyberbullying. Due to the overlap between these, targeting bullying should primarily focus on how to reduce bullying behavior rather than just focusing on where bullying takes place.

Gender differences in brain type according to the Empathy/Systemising Quotient for Children (EQ/SQ-C) questionnaire in Indonesia.

Objective: This research was conducted to support the hypothesis that boys and girls have different brain types that affect their empathy and systemising quotients. Method: This was a cross-sectional study using an online survey. The Indonesian version of the Empathy/Systemising Quotient for Children (EQ/SQ-C) questionnaire was used to identify the brain type and empathy and systemising quotients. Participants were 620 parents who had primary school children and having minimal junior high school background. The data analysis used chi-square test and Mann-Whitney U-test on SPSS program for Mac version 20. Results: Boys and girls had different brain types (p < 0.05). The extreme-empathising brain type consisted of 1.9% girls and 0.5% boys; the empathising brain type was 15.8% in girls and 9.0% in boys. Further, 0.8% of girls and 2.6% of boys had the extreme-systemising brain type. Although the empathy quotient average mean score of the boys was significantly lower than the girls (p < 0.05), the systemising quotient average mean score was slightly higher than that of the girls. Conclusion: This study found that gender plays an important role in empathy and systemising skills. Therefore, creating a stimulating program that supports empathy and systemising quotients in primary school students should be developed according to gender.

Child and adolescent psychiatry in the Far East: A 5-year follow up on the Consortium on Academic Child and Adolescent Psychiatry in the Far East (CACAP-FE) study.

AIM: Data pertaining to child and adolescent psychiatry (CAP) training systems are limited as extant research has mostly been derived from one-time data collection. This 5-year follow-up survey collects updated information on CAP training systems in the Far East, allowing for the tracking of system changes over the past 5 years. METHODS: Data were obtained from 18 countries, or functionally self-governing areas, in the Far East, 17 of which were also included in the original study. An online questionnaire was completed by leading CAP professionals in each country. Questions were expanded in the present study to capture the contents of CAP training. RESULTS: When compared to data from the original study, there has been progress in CAP training systems in the last 5 years. Specifically, there has been an increase in the number of countries with CAP training programs and national guidelines for the training. In addition, the number of CAP departments/divisions affiliated with academic institutions/universities has increased. Findings from 12 of 18 countries in the present study provide data on clinical contents. All informants of the present study reported the need for more child and adolescent psychiatrists and allied professionals. CONCLUSION: Despite progress in CAP training systems over the last 5 years, the need for more professionals in child and adolescent mental health care in all the relevant areas in this region have yet to be adequately addressed. Continued national efforts and international collaborations are imperative to developing and sustaining new CAP training systems while facilitating improvements in existing programs.

An evening milk drink can affect word recall in Indonesian children with decreased sleep efficiency: A randomized controlled trial.

STUDY OBJECTIVES: Sleep is important for memory consolidation in children. This study intended to find out whether an evening milk-based drink could influence sleep efficiency and memory recall in a group of Indonesian children (5-6 years old) with sleep deprivation. METHODS: Children were randomly allocated to one of three interventions: Reference product, satiety-stimulating product, and a relaxing product. The intervention lasted for 6 weeks and children consumed two servings per day of each 200 ml, the serving in the morning being the same for all children. All measurements took place at baseline and at the end of the intervention. Sleep parameters were studied using actigraphy and a sleep diary during three consecutive days. Memory consolidation was tested using a 20 word-pair list, which was memorized the evening before being recalled the next morning at home-base. Anthropometry was measured using standard equipment. RESULTS: The Satiety group showed a significant decrease in word recall, and a significant increase in nocturnal awakenings that was inversely associated with sleep efficiency at the end of the intervention. Sleep efficiency did not differ between the three groups being 75.5 ± 8.6% and 75.7 ± 6.3% at baseline and end of the intervention, respectively. Despite the lower energy intake in the Standard (reference) group, this condition showed the highest increase in weight. DISCUSSION: Evening growing-up milks can affect memory recall, sleep characteristics, and growth. However, to correct sleep efficiency and sleep duration, improvement of parental behavior may be the most important factor with nutrition providing a supplementary effect.

Effectiveness of a comprehensive integrated module using interactive lectures and workshops in understanding and knowledge retention about infant feeding practice in fifth year medical students: a quasi-experimental study.

BACKGROUND: Sixty percent of the 10.9 million under-5 deaths every year are related to malnutrition. More than two thirds of malnutrition is caused by inappropriate infant feeding practice. Only 35 % of mothers worldwide provide 4 months of exclusive breast-feeding, while complementary feeding is often untimely, nutritionally inadequate, hygienically poor, and improperly delivered. The existing pediatric nutrition module in our institution does not include proper delivery of food that involves oral-motor skills and feeding behavior. To scale up the knowledge and skill of medical students regarding evidence-based infant feeding practice, we designed a new module composed of comprehensive and integrated lectures with additional multidisciplinary lectures on oral-motor skill development and feeding behavior. METHODS: A quasi-experimental study was conducted to evaluate the efficacy of the new module compared to the previous module. Fifth year medical students of Universitas Indonesia were divided into intervention and control groups. The control group received lectures and a paper-based workshop. The intervention group received comprehensive and integrated interactive lectures with additional multidisciplinary lectures on oral-motor skill development and behavioral approaches to feeding problems. A hands-on workshop using real cases shown on recorded video and role-play sessions was also presented to the intervention group. A pre-/post-test, 3-month retention test, and Observed Structured Clinical Examination (OSCE) were performed to evaluate understanding, knowledge retention, and counseling skills. RESULTS: A linear mixed effect model with a random intercept analysis for pre-test, post-test, and retention test scores showed significant higher result for intervention group compared to control group (p < 0.001). Comprehensive knowledge and counselling skills were better in the intervention group than in the control group as shown by the OSCE score (68.6 vs 59.3, p < 0.001). CONCLUSIONS: Our comprehensive integrated infant feeding practice module, which incorporates multidisciplinary learning processes and an interactive hands-on workshop with a role-play session yields better knowledge understanding and counseling skills compared with the existing module. Comprehensive knowledge and good counseling skills of medical students as future doctors are a pre-requisite to provide effective education to parents to support successful infant feeding practices.

The University of Hawaii/University of Indonesia collaboration to build and sustain a child psychiatric workforce.

The authors describe the University of Hawaii/University of Indonesia collaboration, which introduced the specialty of child psychiatry to Indonesia in the early 1970s via a specially designed program, based in Hawaii, for five jointly selected Indonesian psychiatrists. All five graduates remained in Indonesia to practice and establish their own training program, which has since trained all of the "newer generation," such that there are currently 40 child and adolescent psychiatrists in Indonesia. Since 2009, collaboration between the two institutions has been renewed and modernized through videoteleconferencing, jointly conducted with teaching sessions. The authors present this program as an example of a collaboration that developed the local workforce and that has utilized modern technology in international, bidirectionally beneficial education.

Indonesian patient health questionnaire's clinical utility in psychiatric outpatients: Ruling out conditions per ICD-11 criteria.

This study aimed to assess the diagnostic accuracy of the Patient Health Questionnaire (PHQ) for identifying common mental disorders in an outpatient clinical psychologist office setting in Indonesia. A total of 661 outpatients from a clinical psychology office in Jakarta, Indonesia, participated in the study. The complete PHQ was administered, and its results were compared with diagnoses made by clinical psychologists based on ICD-11 criteria, including somatoform disorder (n = 6), depression (n = 117), Generalized Anxiety Disorder (GAD, n = 50), panic disorder (n = 42), bulimia nervosa (n = 2), binge eating disorder (n = 2), and other diagnoses such as OCD and BPD (n = 442). Receiver operating characteristics were computed to examine cut-off points, and optimal cut-off points based on the Youden Index were identified for somatoform disorder (PHQ-15 ≥ 13), depression (PHQ-9 ≥ 13), GAD (GAD- 7 ≥ 10), and panic disorder (PHQ-PD ≥ 7). Cut-off points for the alcohol abuse and eating disorder modules of the PHQ could not be determined due to a lack of sample, and AUC was suboptimal for PHQ-9, GAD-7, and PHQ-ED. The Indonesian PHQ demonstrated good sensitivity but low specificity in identifying somatoform disorder, depression, GAD, and panic disorders based on ICD-11 criteria among Indonesian clinical psychologist office outpatients. In the Indonesian outpatient psychiatric context, the utility of the Indonesian PHQ appeared to be most effective in ruling out diagnoses.

Using the Indonesian Computer-Based Game Prototype as a Computer-Based Game Inventory for Executive Function in Children and Adolescents: A Confirmatory Factor Analysis and Concurrent Validity Study.

Executive function influences children's learning abilities and organizes their cognitive processes, behaviors, and emotions. This cross-sectional study examined whether an Indonesian Computer-Based Game (ICbG) prototype could be used as a Computer-Based Game Inventory for Executive Function (CGIEF) in children and adolescents. The study was conducted with 200 children, adolescents, and their parents. The parents completed the Behavior Rating Inventory of Executive Functioning (BRIEF) questionnaire, and the children and adolescents completed the CGIEF. Confirmatory factor analysis (CFA) and structural equation modeling (SEM) were performed using LISREL Version 8.80. The construct of CGIEF was valid/fit with normal theory-weighted least squares = 15.75 (p > .05). SEM analysis showed that the theoretical construct of the CGIEF was a valid predictor of executive function. The critical t value of the pathway was 2.45, and normal theory-weighted least squares was 5.74 (p > .05). The construct reliability (CR) for CGIEF was 0.91. Concurrent validity was assessed using the Bland-Altman plot, and the coefficient of repeatability (bias/mean) was nearly zero between the t scores of total executive functions of the CGIEF and BRIEF. This preliminary study showed that the CGIEF can be useful as a screening tool for executive dysfunction, metacognitive deficits, and behavioral regulation problems among children and adolescents in clinical samples.

The influence of screen time on behaviour and emotional problems among adolescents: A comparison study of the pre-, peak, and post-peak periods of COVID-19.

The coronavirus disease 2019 (COVID-19) pandemic has brought drastic changes globally in the past three years, one of which is an increase in the use of digital media or electronic devices. Previous studies have shown that long screen time may stimulate the neurobiological system, resulting in various behavioural and emotional problems; however, there is insufficient population-based evidence. This study aimed to investigate the influence of screen time on behavioural and emotional problems in Indonesian adolescents at three time points: the pre-, peak, and post-peak periods of COVID-19. Data were collected using an online community mental health survey. This survey incorporated the Youth Screen Time Survey to gauge screen time and the adolescent version of the Strengths and Difficulties Questionnaire to assess emotional, conduct, and prosocial behaviour problems. The participants were adolescents in secondary and senior high schools, with 337, 423, and 1,096 participants from the pre-, peak-, and post-pandemic periods, respectively, included in the analysis. Daily average screen time was compared, followed by the calculation of odds ratios for screen time and mental health problems during the different periods. The results demonstrated significant differences in adolescents' total daily average screen time between the different pandemic periods. Decreased screen time was associated with reduced emotional, conduct, and prosocial behaviour problems, especially during the peak period. Thus, psychoeducation on screen time in adolescents should be considered as a point of interest for mental well-being interventions.

The effect of lactose-isomaltulose-containing growing-up milks on cognitive performance of Indonesian children: a cross-over study.

Glycaemic response to dietary carbohydrates might have an impact on cognitive performance. The present study investigated the effects of growing-up milks (GUM) with isomaltulose and extra minerals and vitamins or lower protein content on cognitive parameters in children aged 5­6 years. In a blinded, partly randomised, controlled, cross-over study, four GUM were provided, each taken over 14 d (2 × 200 ml/d): standard (Std) GUM; Std GUM+5 g isomaltulose (Iso-5 GUM); Iso-5 GUM with 26 % less protein (Iso-5 LP GUM); Std GUM with 2·5 g isomaltulose and extra Mg, Zn, Se, D3, B1, B2, B12, folic acid and choline (Iso-2·5 GUM). At test days, when GUM replaced breakfast, repeated (0, 60, 120 and 180 min post-dose) cognitive tasks were performed (picture presentation, simple reaction time, digit vigilance, choice reaction time, spatial and numeric working memory and picture recognition). Task performance of all subjects (n 50) worsened over the morning. Best performance was seen on isomaltulose GUM, most notably at 180 min. Iso-2·5 GUM showed best performance on several parameters of attention and memory, Iso-5 GUM performed best on parameters of memory and Iso-5 LP GUM was positively associated with parameters of attention but less with memory. Std GUM showed only a benefit on one attention and one memory task. Thus, isomaltulose-enriched GUM positively affected parameters of attention and memory at 180 min post-dose when compared with Std GUM. Extra minerals and vitamins seem beneficial, whereas lowering protein content might improve attention in particular.

Effectiveness of an online mental health strengthening module to build resilience and overcome stress for transitional aged medical students.

Introduction: Transitional-aged youths (17-to-24-years-old) are prone to mental-health problems. Students in higher education, especially medical students, are more exposed to stressors and thus need training to increase resilience. However, there have been limited mental-health strengthening modules specifically developed for medical students of transitional age, and none in Indonesia. This study intends to test the effectiveness of an online mental-health strengthening module in altering resilience. Methods: A pragmatic randomized trial with repeated measurements was employed to evaluate biopsychosocial outcomes of resilience. The intervention module was delivered in 4 weeks to 105 eligible students. Participants were divided into intervention group (n = 52) and control group (n = 53). Outcomes were measured in the 4th, 8th, and 12th weeks. Primary outcome was resilience level as measured by Connor-Davidson Resilience Scale (CD-RISC). Perceived Stress Scale (PSS), Depression Anxiety Stress Scale (DASS) were utilized to measure stress, depression and anxiety. Knowledge and attitude toward mental-health were also measured through validated questionnaires. Stress levels of participants were measured biologically by measuring salivary cortisol and alpha-amylase levels at the baseline and 12th-week. Results: Compared to the control group, there were no significant difference in resilience score of the intervention group compared to control group [F(1, 103) = 2.243, P = .137]; however, there was a significant main effect of time [F(3, 309) = 18.191, P < .001] and interaction effect between intervention and time in resilience score [F(3, 309) = 5.056, P = .002]. Additionally, compared to the control group, there were significant increases in knowledge [F(1, 103) = 66.805, P < .001], attitudes and behavior towards mental-health [F(1, 103) = 5.191, P = .025], and a significant decrease in stress perception score [F(1, 103) = 27.567, P < .001]. The mean salivary delta cortisol during pre-test and post-test at week 12 in the intervention group showed significant difference (P < .001). However, there was no significant difference in the mean delta salivary alpha-amylase between pre-test and post-test at week 12, both in the intervention and control groups. Conclusion: The mental-health strengthening module was accepted and applicable to first-year medical students and was found to be effective in increasing resilience from various biopsychosocial aspects. It is also advisable to have similar modules throughout the medical school to maintain sustainability.

Psychosocial factors associated with mother-infant bonding in Indonesian samples.

BACKGROUND: Mother-infant bonding is an important factor that supports an infant's socio-emotional development. Therefore, every family member should acknowledge these processes, especially in an extended family set-up like in Indonesia. The general study objective was to predict several socio-demographic factors associated with mother-infant bonding in Indonesian samples. METHOD: This is a cross-sectional study. The participants included 168 mothers who had infants aged 0 to 36 months and willingly joined the study by signing the informed consent form. The Indonesian version of mother-infant bonding scale and a socio-demographic questionnaire were administered to all mothers. Logistic regression was applied to identify the socio-demographic factors that had any association with the mother-infant bonding scale. The data were analyzed using the SPSS program version 21 for Mac. RESULTS: The study showed that 13.1% of the participants were categorized as having a moderate-to-high level of impaired mother-infant bonding. Logistic regression analysis showed that vaginal or normal delivery mode was 4.07 (95% CI [1.27, 13.09]) times more likely to exhibit low levels of impaired mother-infant bonding compared to a cesarean section. The model explained 18.6% (Nagelkerke R2) of the variance in impaired mother-infant bonding and accurately classified 86.9% of cases. CONCLUSION: The findings support prior studies that have been conducted in several countries. Psychoeducation on supporting mother-infant bonding may consist of several topics, such as the advantages of vaginal delivery mode and the importance of family support. It may be delivered in the early adulthood period and, hopefully, basic knowledge during those periods may help strengthen the understanding of mother-infant dyad issues among all family members.

Defining the tasks of clinical reasoning in forensic psychiatric evaluation: Psychomedicolegal analysis competency.

Objective: Inconsistency in the quality of forensic psychiatry report has been criticized for several years. Yet, there are limited guidelines to provide minimally satisfactory forensic psychiatry evaluation conducted by psychiatrists. In addition to the impact towards the forensic psychiatry service, this lack of standardized guidelines may impact the relevant competency development and its various teaching methods of forensic psychiatry among general psychiatrists. Therefore, this study aims to identify components of psychomedicolegal analysis competency as a form of clinical reasoning in forensic psychiatry. Methods: A comprehensive literature review and expert panel discussions were conducted simultaneously to formulate an initial list of psychomedicolegal analysis competency. A total of fourteen experts were chosen based on their expertise in different disciplines that have intersections with forensic psychiatry and the general psychiatry curriculum (e.g. general psychiatrist, forensic psychiatrists and psychologist, law practitioner, and medical education director). The expert panel were instructed to score and provide feedbacks on the items of the initial list. Four-point Likert scale were used in order for the experts to express the relevancy of the core competence to forensic psychiatry practice until it reached the consensus. Results: The final 60 items of psychomedicolegal analysis competency were developed after three rounds of Delphi technique and reached a consensus (>70% and medians score of at least 3,25). These competency then categorized into four steps 1) preparing the case (Item 1-11), 2) conducting the evaluation (Item 12-41), 3) writing the report (42-51), and 4) giving expert opinion in court (Item 52-60). Conclusion: We developed 60 items of psychomedicolegal analysis competency that can be used as a standardized guide for psychiatrists to conduct forensic psychiatry evaluation, write the report and provide expert opinion in court. Implementation of this guideline can be used to shape further forensic psychiatry education for general psychiatrist and psychiatry residency.

Translation, adaptation, validity and reliability of Multidimensional Emotion Questionnaire for Indonesian forensic psychiatry context.

Objective: Emotion is essential in psychiatrists' clinical decision-making in conducting forensic psychiatric evaluations. However, psychiatrists may not be aware of their own emotions and thus prone to the risk of bias in their evaluations. An English version questionnaire was previously developed to assess emotional response and regulation. This study aims to assess the validity and reliability of the translated and adapted Indonesian version of The Multidimensional Emotion Questionnaire (MEQ) among Indonesian general psychiatrists in forensic psychiatry settings. Method: This is a cross-sectional study that translated and adapted The Multidimensional Emotion Questionnaire (MEQ) designed by Klonsky et al. This study was conducted between August 2020 and February 2021, involving 32 general psychiatrists across the country who represented general psychiatrists from different educational backgrounds, clinical experiences, and workplace settings. The translation process was done by a certified independent translator and tested for validity by Item-Level Content Validity Index (I-CVI), Scale-Level Level Content Validity Index (S-CVI), and corrected item-total correlation. Cronbach's alpha values measured reliability aspects. Results: The MEQ was valid and reliable, with an I-CVI score of 0.97-1, an S-CVI score of 0.99, and Cronbach's alpha values of 0.85-0.98 for each emotion. The majority of items had a corrected item-total correlation of higher than 0.30. Conclusion: A proper and available tool to measure general psychiatrists' emotions in evaluating forensic psychiatric cases is essential in enhancing evaluators' awareness of their own emotions to eventually mitigate bias. The Multidimensional Emotion Questionnaire (MEQ) was valid and reliable for Indonesian forensic psychiatry contexts.

Foregone health care in adolescents from school and community settings in Indonesia: a cross-sectional study.

Background: Adolescence is a development period marked by the onset of a new set of health needs. The present study sought to quantify the prevalence of foregone care (not seeking medical care when needed) and identify which adolescents are at greater risk of having unmet healthcare needs. Methods: A multi-stage random sampling strategy was used to recruit school participants (grade 10-12) in two provinces in Indonesia. Respondent driven sampling was used to recruit out-of-school adolescents in the community. All participants completed a self-reported questionnaire which measured healthcare seeking behaviours, psychosocial wellbeing, use of healthcare services, and perceived barriers to accessing healthcare. Multivariable regression analysis was performed to examine factors associated with foregone care. Findings: A total of 2161 adolescents participated in the present study and nearly one in four adolescents reported foregone care in the past year. Experiences of poly-victimisation and seeking care for mental health needs increased the risk of foregone care. In-school adolescents who reported psychological distress [adjusted risk ratio (aRR) = 1.88, 95%CI = 1.48-2.38] or had high body mass index (aRR = 1.25, 95%CI = 1.00-1.57) were at greater risk of foregone care. The leading reason for foregone care was lack of knowledge of available services. In-school adolescents predominantly reported non-access barriers to care (e.g., perception of the health concern or anxiety about accessing care) whereas most out-of-school adolescents reported access barriers (e.g., did not know where to get care or could not pay). Interpretation: Foregone care is common among Indonesian adolescents, especially in adolescents with mental and physical health risks. Differences between in-school and out-of-school adolescents suggest that interventions to promote appropriate healthcare use will need tailoring. Further research is needed to determine causal relationships around barriers in access to healthcare. Funding: Australia-Indonesia Centre.

An item development, content validity, and feasibility study towards the Indonesian recovery scale for patients with schizophrenia.

Recovery of mental health in people with schizophrenia spectrum disorders is essential, thus it is very important to be assessed. One instrument that measures mental health recovery is the Recovery Assessment Scale - Domains and Stages (RAS-DS), developed within the Australian cultural context to facilitate mental health recovery. An instrument based on conceptions of mental health recovery in Indonesia is still needed. This qualitative study aimed to characterise how persons with schizophrenia spectrum disorders in Indonesia define mental health recovery, to develop the Skala Pemulihan Pasien Skizofrenia (SPPS)/Indonesian Recovery Scale for Patient with Schizophrenia (I-RSPS), and to determine the content validity of the I-RSPS. Qualitative data were collected through focus group discussions (n = 11); data were analysed using conventional content analysis and thematic analysis. An inductive approach was used to develop the I-RSPS items. Content validity was evaluated using an item-level content validity index (I-CVI) and a scale-level content validity index (S-CVI). Validity evaluation trials were conducted with ten participants. Perceptions of mental health recovery in people with schizophrenia spectrum disorders in Indonesia were investigated along social, existential, clinical, functional, and physical dimensions. Some perceptions of family, religion, and spirituality are unique to the Indonesian socio-cultural context, as are some stigmas I-RSPS consists of 40 items with good content validity, with an average I-CVI of 0.99 and an average S-CVI of 0.93, and it was rated as easy to use, with 5.4 min (range: 3-10 min) being the average duration required to complete the scale.

Developing attention deficits/hyperactivity disorder-virtual reality diagnostic tool with machine learning for children and adolescents.

The traditional diagnosis of Attention Deficits/Hyperactivity Disorder (ADHD) is through parent-child interviews and observations; therefore, innovative ADHD diagnostic tools that represent this digital era are needed. Virtual reality (VR) is a significant technology that can present a virtual immersive environment; it can provide an illusion of participation in an artificial milieu for children with ADHD. This study aimed to develop an ADHD-VR diagnostic tool construct (Research Domain Construct/RDC) based on the DSM5 ADHD diagnostic criteria, and using the RDC to develop a diagnostic tool with a machine learning (ML) application that can produce an intelligent model to receive some complex and multifaceted clinical data (ADHD clinical symptoms). We aimed to expand a model algorithm from the data, and finally make predictions by providing new data (output data) that have more accurate diagnostic value. This was an exploratory qualitative study and consisted of two stages. The first stage of the study applied the Delphi technique, and the goal was to translate ADHD symptoms based on DSM 5 diagnostic criteria into concrete behavior that can be observed among children in a classroom setting. This stage aimed to gather information, perceptions, consensus, and confirmation from experts. In this study, three rounds of Delphi were conducted. The second stage was to finalize the RDC of the ADHD-VR diagnostic tool with ML, based on the first-stage results. The results were transformed into concrete activities that could be applied in the programming of the ADHD-VR diagnostic tool, followed by starting to input data that were required to build the diagnostic tool. The second stage consisted of more than ten focus-group discussions (FGDs) before it could be transformed into the ADHD-VR diagnostic tool with the ML prototype. First-stage data analysis was performed using Microsoft Excel for Mac. Qualitative data were analyzed using conceptual content analysis with a manifest/latent analysis approach. From the first stage of the study, there were 13 examples of student behaviors that received more than 75% totally agreed or agreed from the experts. The RDC of the ADHD-VR diagnostic tool with machine learning application consisted of three domains and was divided into six sub-domains: reward-related processing, emotional lability, inhibitory, sustained attention, specific timing of playing in order, and arousal. In conclusion, the results of this study can be used as a reference for future studies in a similar context and content, that is, the ADHD-VR diagnostic tool with machine learning based on the constructed RDC.