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  3. Zadrian Ardi

The Exploratory Factor Analysis of Zadrian-Ifdil Problem Checklist (ZIPC) High-School Version; An Alternative Assessment for Millenials Mental Health Conditions Mapping

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  • December 20, 2020
Corresponding Author


Assessment, Exploratory Factor Analysis, ZIPC, Mental Health


Adolescents face various challenges and changes in order to realize their developmental tasks. The challenges are coupled with the technological disruption that requires adolescents to face new problems that have never existed before as millennials. However, the problems experienced by adolescents are often not expressed because of various obstacles, such as reluctance to tell spontaneously to the adults around them, high social conformity, so it is difficult to find help. For this reason, an alternative assessment is needed, which serves as an effort to map the problems experienced by adolescents and their mental health conditions accurately and actually. This study aims to find the value of the construct validity that forms the ZIPC to be used more widely and measure the actual problem conditions of the assessment subject. Participants involved in this study were 978 high school adolescents from all over Indonesia. The analysis used in finding the construct validity of this instrument is Exploratory Factor Analysis (EFA). The impact of changes and instrument conditions after analysis will be discussed.

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Al-Hilawani, Y. A. (2018). The quality of life of normal-achieving and low-achieving participants: Is it associated with IQ and metacognition? International Journal on Disability and Human Development, 17(2), 279-293. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062766284&partnerID=40&md5=22bc13c6d105a40bc1c8f6efa53a6116

Ardi, Z. (2017a). Optimizing the Counselors' Role in Senior High School and Higher Education. Paper presented at the 9th International Conference for Science Educators and Teachers (ICSET 2017).

Ardi, Z. (2017b). Unsuitable Majoring: Does the Reorientation Would Help the Student for Revitalize Learning Activities? Paper presented at the 9th International Conference for Science Educators and Teachers (ICSET 2017).

Ardi, Z. (2019). An analysis of education principle implementation in an online counseling approach: a preliminary study based on analysis using the Rasch model. COUNS-EDU: The International Journal of Counseling and Education, 4(2), 59-68.

Ardi, Z. (2021). Controversy in Determining Criteria and Categories in Summarizing and Exploring The Research Data; Analysis of Assessment Procedures in The Social Science Research. Psychology and Education Journal, 58(1), 4109-4115.

Ardi, Z., & Aulia, G. Z. (2020). The analysis of the parenting implications on the emotional closeness of parent-child improvement. Journal of Educational and Learning Studies, 3(2), 98-104.

Ardi, Z., Febriani, R. D., Ifdil, I., & Afdal, A. (2019). Android "karirKu" Software Development for Exploration of Career Trends based on Personality Types. Paper presented at the Journal of Physics: Conference Series.

Ardi, Z., Ifdil, I., & Maysitoh, M. (2020). Development and validation of the Zadrian-Ifdil Problem Checklist (ZIPC) for college students. International Journal of Technology, Innovation and Humanities, 1(1), 41-50.

Ardi, Z., Neviyarni, & Daharnis. (2019). Konselo app: The future of distance counselling and therapy applications based on android technology. International Journal of Innovation, Creativity and Change, 5(6), 231-244. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084436048&partnerID=40&md5=fa9c4d31b0195e977e60383f7350523c

Ardi, Z., & Putri, S. A. (2020). The analysis of the social media impact on the millennial generation behavior and social interactions. Southeast Asian Journal of Technology and Science, 1(2), 70-77.

Ardi, Z., & Sisin, M. (2018). The Contribution of Assertive Technique Behavioral Counseling to Minimize the Juvenile Delinquency Behavior. Jurnal Konseling Dan Pendidikan, 6(2), 67-77.

Ardi, Z., & Sukmawati, I. (2018). Social Media and the Quality of Subjective Well-Being; Counseling Perspective in Digital Era.

Ardi, Z., & Sukmawati, I. (2019). The Contribution of Social Media and Mobile Application to Individual Subjective Well-Being in Counseling Perspective. Journal of Counseling and Educational Technology, 2(1).

Atalan Ergin, D., & Kapçi, E. G. (2019). Validity and reliability study of parental mediation for internet usage scale adolescent and parent forms in the Turkish sample. Journal of Measurement and Evaluation in Education and Psychology, 10(2), 117-132. doi:10.21031/epod.457218

Basler, A., & Kriesi, I. (2019). Adolescents' development of occupational aspirations in a tracked and vocation-oriented educational system. Journal of Vocational Behavior, 115. doi:10.1016/j.jvb.2019.103330

Butterfield, R. D., Price, R. B., Woody, M. L., Morris, A. S., & Silk, J. S. (2021). Adolescent girls’ physiological reactivity to real-world peer feedback: A pilot study to validate a Peer Expressed Emotion task. Journal of experimental child psychology, 204. doi:10.1016/j.jecp.2020.105057

Chierchia, G., Piera Pi-Sunyer, B., & Blakemore, S. J. (2020). Prosocial Influence and Opportunistic Conformity in Adolescents and Young Adults. Psychological Science, 31(12), 1585-1601. doi:10.1177/0956797620957625

Daharnis, D., & Ardi, Z. (2017). The Use of" Psychological Tests" for Early Childhood. Paper presented at the International Conference of Early Childhood Education (ICECE 2017).

Fogaca, J. L. (2019). Combining Mental Health and Performance Interventions: Coping and Social Support for Student-Athletes. Journal of Applied Sport Psychology. doi:10.1080/10413200.2019.1648326

Heradstveit, O., Gjertsen, N., Iversen, A. C., Aasen Nilsen, S., Gärtner Askeland, K., Christiansen, Ø., & Hysing, M. (2020). Substance-related problems among adolescents in child welfare services: A comparison between individuals receiving in-home services and those in foster care. Children and Youth Services Review, 118. doi:10.1016/j.childyouth.2020.105344

Ifdil, I., Ilyas, A., Churnia, E., Erwinda, L., Zola, N., Fadli, R. P., . . . Refnadi, R. (2017). Pengolahan Alat Ungkap Masalah (AUM) dengan Menggunakan Komputer Bagi Konselor. Jurnal Aplikasi IPTEK Indonesia, 1(1), 17-24.

Ilyas, A., Ifdil, I., Ardi, Z., Fadli, R. P., Erwinda, L., Churnia, E., . . . Suranata, K. (2019, 2018). Validation of AUM software: A counselor tool for analyse human problems on counseling and educational practice.

Jackson, E. F., & Bussey, K. (2020). Under Pressure: Differentiating Adolescents’ Expectations Regarding Stereotypic Masculine and Feminine Behavior. Sex Roles, 83(5-6), 303-314. doi:10.1007/s11199-019-01113-0

Jackson, E. F., Bussey, K., & Myers, E. (2021). Encouraging Gender Conformity or Sanctioning Nonconformity? Felt Pressure from Parents, Peers, and the Self. Journal of Youth and Adolescence, 50(4), 613-627. doi:10.1007/s10964-020-01387-8

Jailani, O., Adli, A. H. T., Amat, M. A. C., Othman, S. M., Deylami, N., & Rahim, N. S. A. (2020). The Self-Perceived Problems among Malaysian Pre-university Students: Implications for College Counselling. Asian Journal of University Education, 16(3), 112-124. doi:10.24191/ajue.v16i3.11075

Kaya, C., Umucu, E., Rumrill, P., Chan, F., Muller, V., Bezyak, J., & Iwanaga, K. (2019). Psychometric Validation of a Turkish Version of the Inventory of Common Problems: a Tool for Turkish College Counselors. International Journal for the Advancement of Counselling, 41(3), 436-448. doi:10.1007/s10447-018-9360-0

Kelleghan, A., Mali, L., Malamut, S., Badaly, D., Duong, M., & Schwartz, D. (2019). Cross-Ethnic Friendships, Intergroup Attitudes, Intragroup Social Costs, and Depressive Symptoms among Asian-American and Latino-American Youth. Journal of Youth and Adolescence, 48(11), 2165-2178. doi:10.1007/s10964-019-01143-7

Liang, Y., Cao, H., Zhou, N., Li, J., & Zhang, L. (2020). Early home learning environment predicts early adolescents’ adjustment through cognitive abilities in middle childhood. Journal of Family Psychology, 34(8), 905-917. doi:10.1037/fam0000675

Macdonald, J. A., Greenwood, C., Letcher, P., Spry, E. A., McAnally, H. M., Thomson, K., . . . Olsson, C. A. (2020). From adolescence to parenthood: a multi-decade study of preconception mental health problems and postpartum parent–infant bonds. Social Psychiatry and Psychiatric Epidemiology. doi:10.1007/s00127-020-01965-y

Meisel, S. N., & Colder, C. R. (2020). An examination of the joint effects of adolescent interpersonal styles and parenting styles on substance use. Development and Psychopathology. doi:10.1017/S0954579420001637

Peltz, J. S., Rogge, R. D., Bodenlos, J. S., Kingery, J. N., & Pigeon, W. R. (2020). Changes in psychological inflexibility as a potential mediator of longitudinal links between college students’ sleep problems and depressive symptoms. Journal of Contextual Behavioral Science, 15, 110-122. doi:10.1016/j.jcbs.2019.12.003

Quan, F., Yang, R., & Xia, L. X. (2020). The longitudinal relationships among agreeableness, anger rumination, and aggression. Current Psychology. doi:10.1007/s12144-020-01030-6

Rehman, A. U., Bhuttah, T. M., & You, X. (2020). Linking burnout to psychological well-being: The mediating role of social support and learning motivation. Psychology Research and Behavior Management, 13, 545-554. doi:10.2147/PRBM.S250961

Rezaei, A., & Mousanezhad Jeddi, E. (2020). Relationship between wisdom, perceived control of internal states, perceived stress, social intelligence, information processing styles and life satisfaction among college students. Current Psychology, 39(3), 927-933. doi:10.1007/s12144-018-9804-z

Spiegler, O., Wölfer, R., & Hewstone, M. (2019). Dual Identity Development and Adjustment in Muslim Minority Adolescents. Journal of Youth and Adolescence, 48(10), 1924-1937. doi:10.1007/s10964-019-01117-9

Ștefan, C. A. (2019). Self-compassion as mediator between coping and social anxiety in late adolescence: A longitudinal analysis. Journal of Adolescence, 76, 120-128. doi:10.1016/j.adolescence.2019.08.013

Stępień-Nycz, M., Bosacki, S., & Białecka-Pikul, M. (2021). Theory of Mind in Adolescence: Developmental Change and Gender Differences. JOURNAL OF EARLY ADOLESCENCE, 41(3), 424-436. doi:10.1177/0272431620919164

Sugimura, K., Hihara, S., & Hatano, K. (2020). Emotional separation, parental trust, and psychosocial adjustment in preadolescence and early adolescence. Journal of Adolescence, 84, 165-170. doi:10.1016/j.adolescence.2020.09.001

Sukmawati, I., Ardi, Z., Ifdil, I., & Zikra, Z. (2019). Development and Validation of Acceptability of Mental-Health Mobile App Survey (AMMS) for Android-based Online Counseling Service Assessment. Paper presented at the Journal of Physics: Conference Series.

Suranata, K., Rangka, I. B., & Permana, A. A. J. (2020). The comparative effect of internet-based cognitive behavioral counseling versus face to face cognitive behavioral counseling in terms of student’s resilience. Cogent Psychology, 7(1). doi:10.1080/23311908.2020.1751022

Tarescavage, A. M., Forner, E. H., & Ben-Porath, Y. (2020). Construct Validity of DSM-5 Level 2 Assessments (PROMIS Depression, Anxiety, and Anger): Evidence From the MMPI-2-RF. Assessment. doi:10.1177/1073191120911092

Wibowo, M. E., Purwanto, E., & Ramadhoni, S. R. (2020). Exploring empathy among eastern, central, and western Indonesia counseling students. International Journal of Scientific and Technology Research, 9(2), 131-133. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079670017&partnerID=40&md5=d066134a5f72e6bd914cac2797dfe93c

Yankov, G. P., Davenport, N., & Sherman, R. A. (2019). Locating mental toughness in factor models of personality. Personality and Individual Differences, 151. doi:10.1016/j.paid.2019.109532


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