Relevant bibliographies by topics / Analysis instrument for mental health

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Analysis instrument for mental health'

Author: Grafiati
Published: 11 December 2022
Last updated: 31 July 2025

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Journal articles on the topic "Analysis instrument for mental health"

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Yusuf, Syamsu, Nandang Budiman, Eka Sakti Yudha, Dodi Suryana, and Samsiah Mohd Jais Binti Yusof. "Rasch Analysis of the Indonesian Mental Health Screening Tools." Open Psychology Journal 14, no. 1 (2021): 198–203. http://dx.doi.org/10.2174/1874350102114010198.

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Introduction: Along with massive developments in various aspects of life, mental health is one of the issues that must be discussed to encourage optimal development of an individual. To achieve these goals, we need an instrument that can measure and determine the mental health needs of humans precisely. Materials and Methods: The study was conducted using a cross-sectional method with a quantitative research design. Participants in this study were adolescent students from Indonesia and Malaysia. The American Mental Health Screening Tool adapted to Indonesian and Malaysian conditions is used as
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Machado, Wagner de Lara, and Denise Ruschel Bandeira. "Positive Mental Health Scale: Validation of the Mental Health Continuum - Short Form." Psico-USF 20, no. 2 (2015): 259–74. http://dx.doi.org/10.1590/1413-82712015200207.

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<p>The <italic>Mental Health Continuum - Short Form</italic> (MHC-SF) is a self-reporting instrument for assessing positive mental health, which is understood as symptoms of positive affection, self-development and social connectivity. The present article describes the adaptation and validation of the MHC-SF for the Brazilian Portuguese language in a sample of 686 adults, which included 72.7% female participants and had an average age of 33.9 (<italic>SD</italic>= 11.30) years. The various methods employed to assess the MHC-SF psychometric properties (principal co
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Mohamad, Ahmad Muhaimin, Rohana Hamzah, Paridah Mohd Ali, et al. "Pembangunan dan Penilaian Instrumen Kesihatan Mental dan Kecerdasan Spiritual." Sains Insani 8, no. 2 (2023): 338–49. http://dx.doi.org/10.33102/sainsinsani.vol8no2.522.

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Abstrak: Tinjauan literatur mendapati pelbagai instrumen digunakan bagi mengukur tahap kesihatan mental individu dan mengaitkannya dengan pelbagai perkara. Namun demkian, menggabungkan pelbagai instrumen soal selidik dalam satu kajian memungkinkan bilang item yang tinggi. Oleh itu, kaedah statistik analisis faktor dicadangkan untuk mengurangkan bilangan item pada masa sama meningkatan kesahan dan kebolehpercayaan kajian. Kajian ini bertujuan mengenal pasti susunan 69 item soal selidik termasuk kebolehpercayaan dari aspek kesihatan mental, kebahagiaan hidup, dan kecerdasan spiritual. Instrumen
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Hartanto, Dody, Mufied Fauziah, Yenni Rizal, et al. "Rasch Validation of Arabic Scale of Mental Health (ASMH) in Indonesian Version to Measure Adolescent Mental Health." Jurnal Kajian Bimbingan dan Konseling 9, no. 2 (2024): 75–81. http://dx.doi.org/10.17977/um001v9i22024p75-81.

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Mental health is a crucial aspect for adolescents, as those with poor mental health may experience conditions ranging from depression and anxiety disorders to suicidal tendencies. Identifying mental health issues is essential, necessitating an instrument to assess adolescent mental health. This study aims to adapt the Arabic Scale of Mental Health (ASMH) into Indonesian and evaluate its validity using the Rasch model. The adaptation process followed the Procedures and Guidelines for Translating Counselling Assessment as outlined by Lenz, Gómez Soler, Dell'Aquilla, and Uribe. The translated ins
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Schiff, Jeannette Waegemakers. "A Measure of Organizational Culture in Mental Health Clinics." Best Practices in Mental Health 5, no. 2 (2009): 89–111. https://doi.org/10.70256/072283xofzhf.

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Organizational culture has context-specific components that reflect the essential focus of the organization. Existing instruments fail to capture cultural elements distinct to mental health and counseling organizations and thus offer little insight into what specific staff and supervisory dynamics influence the operation of people-serving organizations. A sixty-item instrument, the Organizational Culture in Mental Health (OCMH), based on theoretical aspects of organizational dynamics in mental health services, was developed to address this gap. Staff in seventeen clinics completed the OCMH and
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Sembiring, Elmispa Rabuni Br, Nyoman Dantes, and Kadek Suranata. "Pengembangan instrumen pengukuran kesehatan mental (mental health inventory) setelah pandemi Covid-19 pada siswa SMP." Jurnal EDUCATIO: Jurnal Pendidikan Indonesia 9, no. 1 (2023): 116. http://dx.doi.org/10.29210/1202322661.

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<p>This study aims to develop an instrument for students' mental health in junior high schools. In order to fulfill this, research was carried out using the Research and Development (R&D) method. The development model used was the development of instruments from Prof. Nyoman Dantes with 10 steps of development, namely: 1) setting test objectives, 2) analysis of references and other learning resources, 3) compiling grids, 4) writing test items, 5) examining questions (conceptual validity), 6) revision/improvement questions, 7) limited test reproduction, 8) initial test trials and
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Zong, Hui, Binyang Hu, Yang Han, Zuofeng Li, and Xiaoyan Zhang. "Prevalence and Temporal Trends Analysis of Screening and Diagnostic Instruments in Posttraumatic Stress Disorder: Text Mining Study." JMIR Mental Health 8, no. 11 (2021): e33599. http://dx.doi.org/10.2196/33599.

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Background Various instruments for patient screening and diagnosis have been developed for and applied in posttraumatic stress disorder (PTSD). Objective This study comprehensively investigates the prevalence and temporal trends of the most widely used instruments in PTSD-related studies. Methods A total of 1345 files of registered clinical trials from ClinicalTrials.gov and 9422 abstracts from the PubMed database from 2005 to 2020 were downloaded for this study. The instruments applied in clinical trials were manually annotated, and instruments in abstracts were recognized using exact string
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Sprang, Ginny, and Carlton Craig. "An Exploratory Factor Analysis of the Trauma Practices Questionnaire." Best Practices in Mental Health 3, no. 2 (2007): 9–20. https://doi.org/10.70256/698043bnqqvr.

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This article describes a psychometric analysis of the trauma practices questionnaire, an instrument designed to assess mental health provider practice patterns with a specific focus on the use of best practice technology with traumatized populations. Using the responses of 888 mental health professionals, an exploratory factor analysis with an oblique rotation was conducted on a twenty-six-item scale, resulting in a seven-factor solution. Based on the results, implications for instrument revisions are discussed, and specifications for future confirmatory factor analyses are delineated.
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Søgaard, Hans J. "Choosing screening instrument and cut-point on screening instruments. A comparison of methods." Scandinavian Journal of Public Health 37, no. 8 (2009): 872–80. http://dx.doi.org/10.1177/1403494809344442.

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Aims: This study analyzes decisive measures of efficiency of a test, receiver operating characteristic (ROC) analysis and QROC analysis combined with considerations about clinical, health-economic, and ethical aspects when choosing screening instruments. Methods: Analyses of Common Mental Disorders Screening Questionnaire (CMD-SQ) and its subscales SCL-SOM, Whiteley-7, SCL-ANX4, SCL-DEP6, SCL-8, plus combinations, for early detection of psychiatric disorders, are the subject for this analysis. In all, 46.4% of 2,414 new people with continuous sickness absence for more than eight weeks over one
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Nurhidayati, Istianna, Agus Murtana, Mawardi Mawardi, and Muklis Nurhudaf. "KONSEP DIRI BERKORELASI DENGAN KESEHATAN MENTAL SANTRI." TRIAGE Jurnal Ilmu Keperawatan 10, no. 2 (2024): 69–73. http://dx.doi.org/10.61902/triage.v10i2.895.

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Santri have low self-concept, which is characterized by lack of confidence, low self-esteem, and negative self-assessment. Lack of adequate social support from family, friends, and teachers puts santri at risk of experiencing mental health problems. This study aims to identify the self-concept and mental health of santri. The research design used an analytical descriptive research method with a cross-sectional approach. The study population consisted of 350 male santri. The sample used in this study was 77 respondents consisting of male santri in grades 6 and 7. The sampling technique used clu
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Dissertations / Theses on the topic "Analysis instrument for mental health"

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Willis, Barbara G. "Discourse as a normative instrument analysis of mental illness on a disability services discussion list /." Diss., Columbia, Mo. : University of Missouri-Columbia, 2007. http://hdl.handle.net/10355/4874.

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Thesis (Ph. D.)--University of Missouri-Columbia, 2007.<br>The entire dissertation/thesis text is included in the research.pdf file; the official abstract appears in the short.pdf file (which also appears in the research.pdf); a non-technical general description, or public abstract, appears in the public.pdf file. Title from title screen of research.pdf file (viewed on October 15, 2007) Vita. Includes bibliographical references.
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Byrne, Marion Helen. "Measuring compliance of non-forensic mental health laws with article 12 of the convention on the rights of persons with disabilities." Thesis, Queensland University of Technology, 2019. https://eprints.qut.edu.au/134260/2/Marion_Byrne_Thesis%5B1%5D.pdf.

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This thesis responds to calls for greater clarity regarding the human rights standards that should be met by mental health legislation, and a mechanism by which to measure such standards. The research provides a new and contemporary human rights analysis tool, the Analysis Instrument for Mental Health, and uses the tool to demonstrate compliance of Victorian mental health legislation. The outcomes that can be achieved through use of the tool include identification of compliance with human rights, and law reform required to achieve full recognition of the right to equal recognition before the l
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Turner, Alexander James. "Economic analysis of the causes and consequences of social and emotional well-being in childhood." Thesis, University of Manchester, 2017. https://www.research.manchester.ac.uk/portal/en/theses/economic-analysis-of-the-causes-and-consequences-of-social-and-emotional-wellbeing-in-childhood(e59a2e05-d842-46e0-9c63-17c84ffc564a).html.

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The upward trend in the prevalence of childhood mental disorders observed in the UK over the previous two decades, together with UK’s poor performance in recent international comparisons of child well-being, has brought childhood social and emotional well-being (SEW) to the forefront of policy. Key to tackling this issue is to understand what causes SEW in childhood, what interventions are successful in improving it, and what are its late-life consequences. This thesis furthers the literature in each of these areas. Firstly, we examine whether foetal (or in-utero) exposure to influenza hampers
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Marsalla, Jean Engelmann 1958. "Validation of instrument measuring unpredictability management in heart transplant patients." Thesis, The University of Arizona, 1991. http://hdl.handle.net/10150/277833.

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The purpose of this study was to revise and expand the Managing Unpredictability Scale (MUS). The sample consisted of 225 heart transplant patients, 73.7% of the total in the primary study. An exploratory design was used to content analyze the qualitative data obtained from one open ended statement on the last page of the booklet from the primary study, "Predictors of Quality of Life in Heart Transplantation". Results substantiated the five original dimensions from the Managing Unpredictability Scale. The five dimensions are: Information Seeking, Setting Limits, Reliance on Selected Physicians
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Tengland, Per-Anders. "Mental health : a philosophical analysis /." Linköping : Tema, Univ, 1998. http://www.bibl.liu.se/liupubl/disp/disp98/arts177s.htm.

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McCarthy, Robert Vincent. "An index of consumer satisfaction with mental health services: Instrument development and testing." Diss., The University of Arizona, 1995. http://hdl.handle.net/10150/187435.

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Satisfaction with mental health services has long been considered an important measure of treatment effectiveness. It, has, however, received limited attention from researchers, especially in recent years. The purpose of this study was to develop and test a measure of satisfaction with the partial hospitalization programs offered by Psychiatric Management Resources. The assumption behind the design of the instrument is that satisfaction is defined not only by the extent to which the provision of a service met consumers' expectations, but also how important the service was from the perspective
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Fasbinder, Laurie Guyton 1957. "Validation of an instrument measuring maintenance of hope in heart transplant patients." Thesis, The University of Arizona, 1991. http://hdl.handle.net/10150/277948.

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The purpose of this study was to revise and expand the Hope Maintenance Scale. An exploratory design was used to content analyze qualitative data collected from 226 heart transplant patients in the primary study, "Predictors of Quality of Life in Heart Transplantation". Results supported five of the six original dimensions of hope contained in the Hope Maintenance Scale. The five dimensions substantiated were: Downward Comparison, Fostering Optimism, Belief in a Powerful Other, Avoiding Painful Situations or Material, and Viewing the Situation as Temporary. Subcategories for the dimension of O
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Ganser, Brittany. "Reentry and Mental Health: A Gendered Analysis." Bowling Green State University / OhioLINK, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=bgsu1566322643338507.

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Charles, Jennifer L. K. "Measuring mental health provider stigma: The development of a valid and reliable self-assessment instrument." VCU Scholars Compass, 2015. http://scholarscompass.vcu.edu/etd/3706.

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Provider-based stigma is defined as the negative attitudes, beliefs, and behaviors of mental health providers toward clients they serve. Often unintentional and unknowingly conveyed, this phenomenon has been indicated in previous research (e.g. Lauber, Nordt, Braunschweig, & Rössler, 2006; Nordt, Rössler, & Lauber, 2006; Hugo, 2001; Schulze, 2007). Other instruments crafted to measure provider stigma have utilized theory in their development, without incorporating the voice of the client (e.g. Wilkins & Abell, 2010; Kennedy, Abell, & Mennicke 2014). To better address the social injustice posed
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Cohen, Tina S. "Death and the pub : a discourse analysis of men's talk about mental health, mental illness and mental health sevices." Thesis, University of Surrey, 2012. http://epubs.surrey.ac.uk/804776/.

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Despite the prediction that religion would wane in the 21st century, evidence suggests otherwise. It is important therefore for mental health professionals to understand the role of religion in the lives of their clients and to appreciate its impact on mental health. Research suggests a moderate inverse relationship between religion and depression and anxiety with some cross-cultural support. The relationship is however complex and context needs to be taken into account. The effect of culture and the importance of intrinsic religiosity are discussed. Much research is conducted in the US in the
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Books on the topic "Analysis instrument for mental health"

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Tengland, Per-Anders. Mental health: A philosophical analysis. Linköping University, 1998.

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Massachusetts. Department of Mental Health. Equity analysis. The Dept., 1996.

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Qin, Xuezheng, and Chee-Ruey Hsieh. Economic Analysis of Mental Health in China. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-99-4209-1.

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University of Washington. Division of Community Psychiatry. Washington State children's mental health system analysis: Final report. The Division, 1988.

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Clarke Institute of Psychiatry. Health Systems Research Unit. and Federal/Provincial/Territorial Advisory Network on Mental Health (Canada), eds. Best practices in mental health reform: Situational analysis. The Network, 1997.

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Churgin, Michael J. An analysis of the Texas mental health code. Hogg Foundation for Mental Health, University of Texas, 1994.

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Churgin, Michael J. An analysis of the Texas mental health code. Hogg Foundation for Mental Health, 1988.

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Zaverda, Glenna Vande. Mental health: Subject analysis and research guidebook with bibliography. Abbe Publishers Association, 1987.

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Pacheco, Cláudia Bernhardt. Women on the couch: An analysis of female psychopathology. Proton Pub. House, 1987.

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Reynolds, John Frederick. Writing and reading mental health records: Issues and analysis. Sage Publications, 1992.

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Book chapters on the topic "Analysis instrument for mental health"

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Borooah, Vani Kant. "Mental health." In A Quantitative Analysis of Regional Well-Being. Routledge, 2020. http://dx.doi.org/10.4324/9781003008477-3.

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Choo, Carol, Joachim Diederich, Insu Song, and Roger Ho. "Suicide Risk Analysis." In Mental Health Informatics. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-38550-6_12.

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Razzouk, Denise. "Cost-Benefit Analysis." In Mental Health Economics. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-55266-8_4.

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Luyten, Jeroen, and Catherine Henderson. "Cost-Effectiveness Analysis." In Mental Health Economics. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-55266-8_5.

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Franklin, Matthew. "Cost Utility Analysis." In Mental Health Economics. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-55266-8_6.

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Tengland, Per-Anders. "The Value of a Conceptual Analysis for Measuring Mental Health." In Mental Health. Springer Netherlands, 2001. http://dx.doi.org/10.1007/978-94-017-2237-7_8.

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Tengland, Per-Anders. "An Analysis and a Quasi-Empirical Investigation of Some Mental Abilities." In Mental Health. Springer Netherlands, 2001. http://dx.doi.org/10.1007/978-94-017-2237-7_6.

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Wittchen, Hans-Ulrich, and Christopher B. Nelson. "The Composite International Diagnostic Interview: An Instrument for Measuring Mental Health Outcome?" In Mental Health Outcome Measures. Springer Berlin Heidelberg, 1996. http://dx.doi.org/10.1007/978-3-642-80202-7_13.

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McGee, John J. "Issues Related to Applied Behavioral Analysis." In Mental Retardation and Mental Health. Springer New York, 1988. http://dx.doi.org/10.1007/978-1-4612-3758-7_18.

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Lech, Margaret, and Ling He. "Stress and Emotion Recognition Using Acoustic Speech Analysis." In Mental Health Informatics. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-38550-6_9.

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Conference papers on the topic "Analysis instrument for mental health"

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Kodali, Ravi Kishore, Pravalika Bharatha, and Lakshmi Boppana. "Mental Health Evaluation Through Text Analysis." In TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON). IEEE, 2024. https://doi.org/10.1109/tencon61640.2024.10902931.

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Chauhan, Abhay, Harshit Bhardwaj, and Sanskar Jain. "Mental Health Analysis using Machine Learning Techniques." In 2024 International Conference on Recent Innovation in Smart and Sustainable Technology (ICRISST). IEEE, 2024. https://doi.org/10.1109/icrisst59181.2024.10922017.

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Anjali, Kumari, Hritik Negi, Rishabh Nautiyal, and Saksham Bijalwan. "Psychological Mental Health Analysis using NLP and Machine Learning." In 2024 International Conference on Electrical Electronics and Computing Technologies (ICEECT). IEEE, 2024. http://dx.doi.org/10.1109/iceect61758.2024.10739022.

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Murase, Senju, and Jarutas Andritsch. "Integrating Sentiment Analysis to Enhance Mental Health Support Chatbots." In 2024 2nd International Conference on Computing and Data Analytics (ICCDA). IEEE, 2024. https://doi.org/10.1109/iccda64887.2024.10867341.

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Kumar, Vivek, Hitesh Singh, Prabha S. Nair, Kumud Saxena, and Ramjee Prasad. "Unraveling Mental Health Trends: Predictive Insights Through NLP Analysis." In 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC). IEEE, 2024. https://doi.org/10.1109/wpmc63271.2024.10863784.

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Shinde, Priyanka P., V. P. Desai, and Kavita S. Oza. "A Data Driven Mental Health Analysis Using Machine Learning Techniques." In 2024 Second International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI). IEEE, 2024. http://dx.doi.org/10.1109/icoici62503.2024.10696584.

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Wang, Peng. "Analysis of Adolescent Mental Health Based on Machine Learning Algorithm." In 2024 3rd International Conference for Advancement in Technology (ICONAT). IEEE, 2024. https://doi.org/10.1109/iconat61936.2024.10775027.

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Jose, Joysh Jayaron. "Leveraging Sentiment Analysis and Emotion Detection for Mental Health Insights." In 2024 IEEE International Conference on Future Machine Learning and Data Science (FMLDS). IEEE, 2024. https://doi.org/10.1109/fmlds63805.2024.00091.

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Biswas, Al Amin, Md Sabab Zulfiker, Md Mahfujur Rahman, Md Rafsan Jani, and Md Musfique Anwar. "Data Privacy and Security Analysis for Mental Health Chatbot Applications." In 2025 20th ACM/IEEE International Conference on Human-Robot Interaction (HRI). IEEE, 2025. https://doi.org/10.1109/hri61500.2025.10973904.

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G, Deepika, Sabariesh K, Prasanth P, and Thiruvenkatesh K. "Machine Learning based Mental Health Analysis using Social Media Data." In 2025 International Conference on Intelligent Computing and Control Systems (ICICCS). IEEE, 2025. https://doi.org/10.1109/iciccs65191.2025.10984620.

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Reports on the topic "Analysis instrument for mental health"

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Pham-Thi, Trang, and Pui-hang Wong. Internet Access and Youth’s Mental Health and Well-being: Evidence from Ethiopia. UNU-MERIT, 2025. https://doi.org/10.53330/gyma8538.

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This paper provides one of the first robust evidence on the impact of internet access on adolescents’ well-being and mental health in a low-income country context. We find reduced subjective well-being and increased measures of mental health disorders among young people in Ethiopia during 2020-2021 following internet diffusion. Our heterogeneity analysis reveals that the effects of internet access on mental health are unequal, with stronger negative impacts for adolescents from lower-wealth households. The mechanism analysis suggests that passive internet use, particularly among youth from les
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Chust-Hernández, Pablo, Emelina López-González, and Joan Maria Senent-Sánchez. Effectiveness of non-pharmacological treatments for academic stress in university students: a protocol for a systematic review. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2022. http://dx.doi.org/10.37766/inplasy2022.7.0071.

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Review question / Objective: The aim of this systematic review is to analyse the effectiveness of different non-pharmacological interventions on academic stress in university students. Eligibility criteria: Those articles that meet the following criteria will be included: 1) Papers that refer to the evaluation of the efficacy of an intervention on purely academic stress, assessed with a specific academic stress assessment instrument and not general or perceived stress; 2) Samples composed only of university students; 3) Empirical studies with pretest-posttest; 4) Studies published in English,
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Saavedra, Lissette M., Antonio A. Morgan-López, Kiersten L. Johnson, et al. The development of the DASS-6 for in-person and telehealth settings: A community-driven empirical approach. RTI Press, 2025. https://doi.org/10.3768/rtipress.2025.mr.0055.2504.

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Brief, reliable instruments are critical for mental health care providers to efficiently capture psychometrically sound and clinically useful information during in-person and telehealth service provision. This study used data from 949 community clinic patients with primary anxiety and depressive disorders. We developed a shortened (6-item) form of the English and Spanish versions of the 21-item Depression, Anxiety, and Stress Scales (DASS) for in-person, telehealth, and hybrid mental health services using moderated nonlinear factor analysis, designed to maintain maximum reliability across the
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programme, CLARISSA. Mental Health and Wellbeing. Institute of Development Studies, 2024. http://dx.doi.org/10.19088/clarissa.2024.029.

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As part of CLARISSA’s qualitative, thematic research agenda, Geographic Information System (GIS) journey mapping and ethnographic observation was conducted to gain insights into the daily lives, experiences, journeys, and feelings of children involved in the Adult Entertainment Sector (AES). Twenty children documented their daily activities using a mobile app, with support and accompaniment from CLARISSA researchers. Subsequently, a collaborative analysis was conducted with participants and the CLARISSA research team, culminating in the formation of a number of GIS-based Action Research Groups
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Speer, Daniel S. Business Case Analysis: Restructuring of Coast Guard Pacific Area Mental Health Program. Defense Technical Information Center, 2009. http://dx.doi.org/10.21236/ada516545.

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Barry, Mohammed, Abdulaziz Alyahyawi, and Heba Sabbagh. Mental Health in Relation to Parental Absence: A Systematic Review and Meta-Analysis. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2025. https://doi.org/10.37766/inplasy2025.6.0022.

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Brick, Aoife, Conor Keegan, and Maev-Ann Wren. Utilisation of specialist mental health services in Ireland - Baseline analysis for the Hippocrates model. ESRI, 2020. http://dx.doi.org/10.26504/sustat90.

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Yan, Lixia, Guanqi Sun, and Junhua Zhang. Mental Health Knowledge among Chinese Secondary School Students: A Systematic Review and Meta-Analysis. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2025. https://doi.org/10.37766/inplasy2025.3.0127.

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9

Ehiabhi, Jolly, and Haifeng Wang. A Systematic Review of Machine Learning Models in Mental Health Analysis Based on Multi-Channel Multi-Modal Biometric Signals. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2023. http://dx.doi.org/10.37766/inplasy2023.2.0003.

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Abstract:
Review question / Objective: A systematic review of Mental health diagnosis/prognoses of mental disorders using Machine Learning techniques with information from biometric signals. A review of the trend and status of these ML techniques in mental health diagnosis and an investigation of how these signals are used to help increase the efficiency of mental health disease diagnosis. Using Machine learning techniques to classify mental health diseases as against using only expert knowledge for diagnosis. Feature Extraction from signal gotten from biometric signals that help classify sleep disorder
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10

Liu, Yanjie, Zan Huang, and Yulan Zhou. Bidirectional relationships between sleep and mental health in young adults: A systematic review and meta-analysis. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2022. http://dx.doi.org/10.37766/inplasy2022.9.0005.

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