The influence of adversity quotient on nurses’ job performance during the COVID-19 Pandemic at Batam City Health Centers
Abstract:
Purpose: This study explores the effect of Adversity Quotient (AQ) on nurse job performance, with motivation as a mediating factor, especially during the COVID-19 crisis.
Methodology: Employing a quantitative, explanatory research design, the study collected data from 137 nurses at community health centers (Puskesmas) in Batam, Indonesia. Data were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM) to examine both direct and indirect effects.
Results: AQ significantly boosts motivation but does not directly affect performance. Motivation has a strong positive impact on performance and fully mediates the AQ–performance link, showing that resilience must be channeled through motivation to influence behavior.
Conclusions: The research concludes that AQ alone is insufficient to enhance performance it requires the presence of motivation to translate resilience into tangible outcomes. This highlights the importance of fostering motivational support in healthcare environments
Limitations: The study’s generalizability is limited to nurses in Batam and is constrained by its cross-sectional design and self-reported data, which may introduce bias.
Contribution: This study strengthens the integration of adversity quotient theory with self-determination theory by validating the mediating role of intrinsic motivation. It contributes a psychological model where motivation serves as a catalyst for transforming resilience into effective job behavior.
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Alameddine, M., Clinton, M., Bou?Karroum, K., Richa, N., & Doumit, M. A. (2021). Factors Associated With the Resilience of Nurses During the COVID-19 Pandemic. Worldviews on Evidence?Based Nursing, 18(6), 320-331. doi:https://doi.org/10.1111/wvn.12544
Ambrose, J. W., Catchpole, K., Evans, H. L., Nemeth, L. S., Layne, D. M., & Nichols, M. (2024). Healthcare Team Resilience during COVID-19: A Qualitative Study. BMC Health Services research, 24(1), 1-13. doi:https://doi.org/10.1186/s12913-024-10895-3
Azahra, F., & Isa, M. (2021). Pengaruh Motivasi Sebagai Variabel Mediasi Hubungan Antara Job Autonomy, Adversity Quotient dan Kinerja Karyawan. Paper presented at the Prosiding University Research Colloquium.
Deci, E. L., & Ryan, R. M. (2000). The "What" and "Why" of Goal Pursuits: Human Needs and the Self-Determination of Behavior. Psychological Inquiry, 11(4), 227-268. doi:https://doi.org/10.1207/S15327965PLI1104_01
Elia, N., & Marselina. (2023). Tingkat Pengangguran Berdasarkan Jumlah Penduduk, Pendapatan Perkapita, dan Investasi Asing di Indonesia Tahun 1996-2020. Studi Ekonomi dan Kebijakan Publik, 1(2), 123-135. doi:https://doi.org/10.35912/sekp.v1i2.1391
Fashafsheh, I. H., Eqtait, F. A., Hammad, B. M., Ayed, A. J., & Salameh, B. S. (2025). The impact of emotional intelligence on work performance among ICU nurses in Palestine: a cross-sectional study. BMC Nursing, 24(1), 413. doi:https://doi.org/10.1186/s12912-025-03068-y
Galdames, I. S., Jurado, M. d. M. M., Martínez, E. F., Pérez-Fuentes, M. d. C., & Linares, J. J. G. (2024). Resilience, Burnout and Mental Health in Nurses: A Latent Mediation Model. Journal of Clinical Medicine, 13(10), 1-11. doi:https://doi.org/10.3390/jcm13102769
Gou, X., Chen, L., Yang, S., Li, Y., & Wu, J. (2024). Relationships of the adversity quotient subtypes of nursing interns with depression, coping styles, positive psychological capital, and professional adaptability: a cross-sectional study. BMC Medical Education, 24(1), 865. doi:https://doi.org/10.1186/s12909-024-05853-w
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. New York: Springer Nature.
Hardana, A., Nasution, J., Damisa, A., Lestari, S., & Zein, A. S. (2024). Analisis Hubungan Pertumbuhan Ekonomi dengan Kemiskinan dan Belanja Modal Pemerintah Daerah, Penyerapan Tenaga Kerja, dan Indeks Pembangunan Manusia. Studi Ekonomi dan Kebijakan Publik, 2(2), 59-68. doi:https://doi.org/10.35912/sekp.v2i2.2344
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A New Criterion for Assessing Discriminant Validity in Variance-Based Structural Equation Modeling. Journal of the Academy of Marketing Science, 43, 115-135. doi:https://doi.org/10.1007/s11747-014-0403-8
Ichsan, M. A. I. D., Nurwahidin, M., & Widiastuti, R. (2023). Analisis Pengetahuan dan Keterampilan Kesiapan Kebencanaan pada Guru SMA Negeri 1 Kalianda, Lampung Selatan. Jurnal Humaniora dan Ilmu Pendidikan (Jahidik), 2(2), 79-92. doi:https://doi.org/10.35912/jahidik.v2i2.1289
Jarkawi. (2022). Manajemen Pendidikan Kearifan Lokal Syekh Muhammad Arsyad Al Banjari Kalimantan Selatan Indonesia Sebagai Sumber Kekayaan Pendidikan. Jurnal Humaniora dan Ilmu Pendidikan, 2(1), 1-11. doi:https://doi.org/10.35912/jahidik.v2i1.1552
Jo, S., Kurt, S., Bennett, J. A., Mayer, K., Pituch, K. A., Simpson, V., . . . Ozluk, B. (2021). Nurses' resilience in the face of coronavirus (COVID?19): An international view. Nursing & Health Sciences, 23(3), 646-657. doi:https://doi.org/10.1111/nhs.12863
Kooktapeh, Z. G., Dustmohammadloo, H., Mehrdoost, H., & Fatehi, F. (2023). In the Line of Fire: A Systematic Review and Meta-Analysis of Job Burnout Among Nurses. General Economics, 1-15. doi:https://doi.org/10.48550/arXiv.2312.14853
Li, H., Xu, Y. L., Jing, M. J., Wei, X. J., Li, L. M., & Guo, Y. F. (2022). The Mediating Effects of Adversity Quotient and Self?Efficacy on ICU Nurses' Organizational Climate and Work Engagement. Journal of Nursing Management, 30(7), 3322-3329. doi:https://doi.org/10.1111/jonm.13773
Lubis, A. (2018). Pengaruh Adversity Quotient Terhadap Kinerja Karyawan Melalui Motivasi Kerja Sebagai Variabel Intervening (Studi pada Pengemudi Taksi Konvensional di Kota Medan). JKBM (Jurnal Konsep Bisnis dan Manajemen), 4(2), 60-72. doi:https://doi.org/10.31289/jkbm.v4i2.1525
Luo, Z., Liu, T., Wang, D., Qi, N., Zhang, J., & Tian, L. (2025). The impact of nurses’ adversity quotient on their work stress: the mediating role of professional identity. BMC Nursing, 24(1), 231. doi:https://doi.org/10.1186/s12912-025-02865-9
Mora, M. S., Álvarez, B. L., Cabodevilla, A. A., & Vázquez-Calatayud, M. (2024). Emotional intelligence of nurses in intensive care units: A systematic review. Intensive and Critical Care Nursing, 84, 103724. doi:https://doi.org/10.1016/j.iccn.2024.103724
Nantsupawat, A., Kutney-Lee, A., Abhicharttibutra, K., Wichaikhum, O.-A., & Poghosyan, L. (2024). Exploring the relationships between resilience, burnout, work engagement, and intention to leave among nurses in the context of the COVID-19 pandemic: a cross-sectional study. BMC Nursing, 23(1), 290. doi:https://doi.org/10.1186/s12912-024-01958-1
Nuriani, L., Suryadi, & Sudiarni. (2023). Analisis Hukum Hilangnya Hak Kepemilikan Tanah Masyarakat Pesisir Bintan Akibat Peraturan Agraria. Kajian Ilmiah Hukum dan Kenegaraan, 2(2), 87-93. doi:https://doi.org/10.35912/kihan.v2i2.2415
Pellikka, A., Junttila, K., Laukkala, T., & Haapa, T. (2024). Nurses’ perceptions of desired support from their employer during the COVID-19 pandemic: a qualitative survey study. BMC Nursing, 23(1), 128. doi:https://doi.org/10.1186/s12912-024-01779-2
Poku, C. A., Bayuo, J., Agyare, V. A., Sarkodie, N. K., & Bam, V. (2025). Work engagement, resilience and turnover intentions among nurses: a mediation analysis. BMC Health Services Research, 25(1), 71. doi:https://doi.org/10.1186/s12913-025-12242-6
Saxena, S., & Rathore, B. (2025). Adversity Quotient as Determining Factor of Mental Health and Professional Quality of Life Among Healthcare Professionals: A Systematic Review. Annals of Neurosciences, 32(1), 58-65. doi:https://doi.org/10.1177/09727531241231055
Schaufeli, W. (2021). The Burnout Enigma Solved? Scandinavian Journal of Work, Environment & Health, 47(3), 169-170. doi:https://doi.org/10.5271/sjweh.3950
Shan, Y., Zhou, X., Zhang, Z., Chen, W., & Chen, R. (2023). Enhancing the work engagement of frontline nurses during the COVID-19 pandemic: the mediating role of affective commitment and perceived organizational support. BMC Nursing, 22(1), 451. doi:https://doi.org/10.1186/s12912-023-01623-z
Shen, Z.-M., Wang, Y.-Y., Cai, Y.-M., Li, A.-Q., Zhang, Y.-X., Chen, H.-J., . . . Tan, J. (2024). Thriving at Work as a Mediator of the Relationship between Psychological Resilience and the Work Performance of Clinical Nurses. BMC Nursing, 23(1), 1-10. doi:https://doi.org/10.1186/s12912-024-01705-6
Song, J.-H., & Woo, H.-Y. (2015). A study on AQ (adversity quotient), job satisfaction and turnover intention according to work units of clinical nursing staffs in Korea. Indian Journal of Science and Technology, 8(8), 74-78. doi:https://doi.org/10.17485/ijst/2015/v8is8/71503
Soriano-Vázquez, I., Cajachagua Castro, M., & Morales-García, W. C. (2023). Emotional intelligence as a predictor of job satisfaction: the mediating role of conflict management in nurses. Frontiers in Public Health, 11, 1249020. doi:https://doi.org/10.3389/fpubh.2023.1249020
Stoltz, P. G. (1999). Adversity Quotient: Turning Obstacles into Opportunities. Canada: John Wiley & Sons.
Xu, W., Li, L., Jiang, Q., Fang, Y., & Yang, Q. (2024). Relationship between the sense of nursing professional pride and adversity quotient, grit levels among nurses in blood purification centers: a multicenter cross-sectional study. Frontiers in Psychology, 15, 1441010. doi:https://doi.org/10.3389/fpsyg.2024.1441010
Yu, F., Chu, G., Yeh, T., & Fernandez, R. (2024). Effects of interventions to promote resilience in nurses: A systematic review. International Journal of Nursing Studies, 157, 104825. doi:https://doi.org/10.1016/j.ijnurstu.2024.104825
Yudiyawaties, N. D., Anwar, K., Yuliansyah, M., & Jarkawi, J. (2022). Hubungan Sertifikasi Kepuasan Kerja dan Pembinaan Profesionalisme dengan Manajemen Kinerja Guru BK SMP di Kecamatan Kelua Pugaan dan Banua Lawas. Jurnal Humaniora dan Ilmu Pendidikan (Jahidik), 1(2), 129-138. doi:https://doi.org/10.35912/jahidik.v1i2.1551
Zhang, M., Chen, H., Wang, N., Li, Y., Li, X., & Liu, Y. (2023). The Mediating Role of Job Satisfaction between Psychological Capital and Work Engagement among Chinese Nurses during COVID-19 Outbreak: A Comparative Study Between Nurse Specialists and General Nurses. Frontiers in Psychiatry, 13, 1-15. doi:https://doi.org/10.3389/fpsyt.2022.990216
Zulkarnain, Said, D. U., & Amitasari, D. (2022). Analisis Efisiensi Teknis, Alokatif dan Ekonomi pada Usahatani Padi Sawah. Studi Ekonomi dan Kebijakan Publik, 1(1), 1-12. doi:https://doi.org/10.35912/sekp.v1i1.728
- Alameddine, M., Clinton, M., Bou?Karroum, K., Richa, N., & Doumit, M. A. (2021). Factors Associated With the Resilience of Nurses During the COVID-19 Pandemic. Worldviews on Evidence?Based Nursing, 18(6), 320-331. doi:https://doi.org/10.1111/wvn.12544
- Ambrose, J. W., Catchpole, K., Evans, H. L., Nemeth, L. S., Layne, D. M., & Nichols, M. (2024). Healthcare Team Resilience during COVID-19: A Qualitative Study. BMC Health Services research, 24(1), 1-13. doi:https://doi.org/10.1186/s12913-024-10895-3
- Azahra, F., & Isa, M. (2021). Pengaruh Motivasi Sebagai Variabel Mediasi Hubungan Antara Job Autonomy, Adversity Quotient dan Kinerja Karyawan. Paper presented at the Prosiding University Research Colloquium.
- Deci, E. L., & Ryan, R. M. (2000). The "What" and "Why" of Goal Pursuits: Human Needs and the Self-Determination of Behavior. Psychological Inquiry, 11(4), 227-268. doi:https://doi.org/10.1207/S15327965PLI1104_01
- Elia, N., & Marselina. (2023). Tingkat Pengangguran Berdasarkan Jumlah Penduduk, Pendapatan Perkapita, dan Investasi Asing di Indonesia Tahun 1996-2020. Studi Ekonomi dan Kebijakan Publik, 1(2), 123-135. doi:https://doi.org/10.35912/sekp.v1i2.1391
- Fashafsheh, I. H., Eqtait, F. A., Hammad, B. M., Ayed, A. J., & Salameh, B. S. (2025). The impact of emotional intelligence on work performance among ICU nurses in Palestine: a cross-sectional study. BMC Nursing, 24(1), 413. doi:https://doi.org/10.1186/s12912-025-03068-y
- Galdames, I. S., Jurado, M. d. M. M., Martínez, E. F., Pérez-Fuentes, M. d. C., & Linares, J. J. G. (2024). Resilience, Burnout and Mental Health in Nurses: A Latent Mediation Model. Journal of Clinical Medicine, 13(10), 1-11. doi:https://doi.org/10.3390/jcm13102769
- Gou, X., Chen, L., Yang, S., Li, Y., & Wu, J. (2024). Relationships of the adversity quotient subtypes of nursing interns with depression, coping styles, positive psychological capital, and professional adaptability: a cross-sectional study. BMC Medical Education, 24(1), 865. doi:https://doi.org/10.1186/s12909-024-05853-w
- Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. New York: Springer Nature.
- Hardana, A., Nasution, J., Damisa, A., Lestari, S., & Zein, A. S. (2024). Analisis Hubungan Pertumbuhan Ekonomi dengan Kemiskinan dan Belanja Modal Pemerintah Daerah, Penyerapan Tenaga Kerja, dan Indeks Pembangunan Manusia. Studi Ekonomi dan Kebijakan Publik, 2(2), 59-68. doi:https://doi.org/10.35912/sekp.v2i2.2344
- Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A New Criterion for Assessing Discriminant Validity in Variance-Based Structural Equation Modeling. Journal of the Academy of Marketing Science, 43, 115-135. doi:https://doi.org/10.1007/s11747-014-0403-8
- Ichsan, M. A. I. D., Nurwahidin, M., & Widiastuti, R. (2023). Analisis Pengetahuan dan Keterampilan Kesiapan Kebencanaan pada Guru SMA Negeri 1 Kalianda, Lampung Selatan. Jurnal Humaniora dan Ilmu Pendidikan (Jahidik), 2(2), 79-92. doi:https://doi.org/10.35912/jahidik.v2i2.1289
- Jarkawi. (2022). Manajemen Pendidikan Kearifan Lokal Syekh Muhammad Arsyad Al Banjari Kalimantan Selatan Indonesia Sebagai Sumber Kekayaan Pendidikan. Jurnal Humaniora dan Ilmu Pendidikan, 2(1), 1-11. doi:https://doi.org/10.35912/jahidik.v2i1.1552
- Jo, S., Kurt, S., Bennett, J. A., Mayer, K., Pituch, K. A., Simpson, V., . . . Ozluk, B. (2021). Nurses' resilience in the face of coronavirus (COVID?19): An international view. Nursing & Health Sciences, 23(3), 646-657. doi:https://doi.org/10.1111/nhs.12863
- Kooktapeh, Z. G., Dustmohammadloo, H., Mehrdoost, H., & Fatehi, F. (2023). In the Line of Fire: A Systematic Review and Meta-Analysis of Job Burnout Among Nurses. General Economics, 1-15. doi:https://doi.org/10.48550/arXiv.2312.14853
- Li, H., Xu, Y. L., Jing, M. J., Wei, X. J., Li, L. M., & Guo, Y. F. (2022). The Mediating Effects of Adversity Quotient and Self?Efficacy on ICU Nurses' Organizational Climate and Work Engagement. Journal of Nursing Management, 30(7), 3322-3329. doi:https://doi.org/10.1111/jonm.13773
- Lubis, A. (2018). Pengaruh Adversity Quotient Terhadap Kinerja Karyawan Melalui Motivasi Kerja Sebagai Variabel Intervening (Studi pada Pengemudi Taksi Konvensional di Kota Medan). JKBM (Jurnal Konsep Bisnis dan Manajemen), 4(2), 60-72. doi:https://doi.org/10.31289/jkbm.v4i2.1525
- Luo, Z., Liu, T., Wang, D., Qi, N., Zhang, J., & Tian, L. (2025). The impact of nurses’ adversity quotient on their work stress: the mediating role of professional identity. BMC Nursing, 24(1), 231. doi:https://doi.org/10.1186/s12912-025-02865-9
- Mora, M. S., Álvarez, B. L., Cabodevilla, A. A., & Vázquez-Calatayud, M. (2024). Emotional intelligence of nurses in intensive care units: A systematic review. Intensive and Critical Care Nursing, 84, 103724. doi:https://doi.org/10.1016/j.iccn.2024.103724
- Nantsupawat, A., Kutney-Lee, A., Abhicharttibutra, K., Wichaikhum, O.-A., & Poghosyan, L. (2024). Exploring the relationships between resilience, burnout, work engagement, and intention to leave among nurses in the context of the COVID-19 pandemic: a cross-sectional study. BMC Nursing, 23(1), 290. doi:https://doi.org/10.1186/s12912-024-01958-1
- Nuriani, L., Suryadi, & Sudiarni. (2023). Analisis Hukum Hilangnya Hak Kepemilikan Tanah Masyarakat Pesisir Bintan Akibat Peraturan Agraria. Kajian Ilmiah Hukum dan Kenegaraan, 2(2), 87-93. doi:https://doi.org/10.35912/kihan.v2i2.2415
- Pellikka, A., Junttila, K., Laukkala, T., & Haapa, T. (2024). Nurses’ perceptions of desired support from their employer during the COVID-19 pandemic: a qualitative survey study. BMC Nursing, 23(1), 128. doi:https://doi.org/10.1186/s12912-024-01779-2
- Poku, C. A., Bayuo, J., Agyare, V. A., Sarkodie, N. K., & Bam, V. (2025). Work engagement, resilience and turnover intentions among nurses: a mediation analysis. BMC Health Services Research, 25(1), 71. doi:https://doi.org/10.1186/s12913-025-12242-6
- Saxena, S., & Rathore, B. (2025). Adversity Quotient as Determining Factor of Mental Health and Professional Quality of Life Among Healthcare Professionals: A Systematic Review. Annals of Neurosciences, 32(1), 58-65. doi:https://doi.org/10.1177/09727531241231055
- Schaufeli, W. (2021). The Burnout Enigma Solved? Scandinavian Journal of Work, Environment & Health, 47(3), 169-170. doi:https://doi.org/10.5271/sjweh.3950
- Shan, Y., Zhou, X., Zhang, Z., Chen, W., & Chen, R. (2023). Enhancing the work engagement of frontline nurses during the COVID-19 pandemic: the mediating role of affective commitment and perceived organizational support. BMC Nursing, 22(1), 451. doi:https://doi.org/10.1186/s12912-023-01623-z
- Shen, Z.-M., Wang, Y.-Y., Cai, Y.-M., Li, A.-Q., Zhang, Y.-X., Chen, H.-J., . . . Tan, J. (2024). Thriving at Work as a Mediator of the Relationship between Psychological Resilience and the Work Performance of Clinical Nurses. BMC Nursing, 23(1), 1-10. doi:https://doi.org/10.1186/s12912-024-01705-6
- Song, J.-H., & Woo, H.-Y. (2015). A study on AQ (adversity quotient), job satisfaction and turnover intention according to work units of clinical nursing staffs in Korea. Indian Journal of Science and Technology, 8(8), 74-78. doi:https://doi.org/10.17485/ijst/2015/v8is8/71503
- Soriano-Vázquez, I., Cajachagua Castro, M., & Morales-García, W. C. (2023). Emotional intelligence as a predictor of job satisfaction: the mediating role of conflict management in nurses. Frontiers in Public Health, 11, 1249020. doi:https://doi.org/10.3389/fpubh.2023.1249020
- Stoltz, P. G. (1999). Adversity Quotient: Turning Obstacles into Opportunities. Canada: John Wiley & Sons.
- Xu, W., Li, L., Jiang, Q., Fang, Y., & Yang, Q. (2024). Relationship between the sense of nursing professional pride and adversity quotient, grit levels among nurses in blood purification centers: a multicenter cross-sectional study. Frontiers in Psychology, 15, 1441010. doi:https://doi.org/10.3389/fpsyg.2024.1441010
- Yu, F., Chu, G., Yeh, T., & Fernandez, R. (2024). Effects of interventions to promote resilience in nurses: A systematic review. International Journal of Nursing Studies, 157, 104825. doi:https://doi.org/10.1016/j.ijnurstu.2024.104825
- Yudiyawaties, N. D., Anwar, K., Yuliansyah, M., & Jarkawi, J. (2022). Hubungan Sertifikasi Kepuasan Kerja dan Pembinaan Profesionalisme dengan Manajemen Kinerja Guru BK SMP di Kecamatan Kelua Pugaan dan Banua Lawas. Jurnal Humaniora dan Ilmu Pendidikan (Jahidik), 1(2), 129-138. doi:https://doi.org/10.35912/jahidik.v1i2.1551
- Zhang, M., Chen, H., Wang, N., Li, Y., Li, X., & Liu, Y. (2023). The Mediating Role of Job Satisfaction between Psychological Capital and Work Engagement among Chinese Nurses during COVID-19 Outbreak: A Comparative Study Between Nurse Specialists and General Nurses. Frontiers in Psychiatry, 13, 1-15. doi:https://doi.org/10.3389/fpsyt.2022.990216
- Zulkarnain, Said, D. U., & Amitasari, D. (2022). Analisis Efisiensi Teknis, Alokatif dan Ekonomi pada Usahatani Padi Sawah. Studi Ekonomi dan Kebijakan Publik, 1(1), 1-12. doi:https://doi.org/10.35912/sekp.v1i1.728