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An Analysis by State on The Effect of Movement Control Order (MCO) 3.0 Due to COVID-19 on Malaysians’ Mental Health: Evidence from Google Trends

Author

Listed:
  • Nicholas Tze Ping Pang

    (Faculty of Medicine and Health Sciences, Universiti Malaysia Sabah, Kota Kinabalu 88400, Sabah, Malaysia)

  • Assis Kamu

    (Faculty of Science and Natural Resources, Universiti Malaysia Sabah, Kota Kinabalu 88400, Sabah, Malaysia)

  • Chong Mun Ho

    (Faculty of Science and Natural Resources, Universiti Malaysia Sabah, Kota Kinabalu 88400, Sabah, Malaysia)

  • Walton Wider

    (Faculty of Business and Communications, INTI International University, Nilai 71800, Negeri Sembilan, Malaysia)

  • Mathias Wen Leh Tseu

    (Faculty of Medicine and Health Sciences, Universiti Malaysia Sabah, Kota Kinabalu 88400, Sabah, Malaysia)

Abstract

Due to significant social and economic upheavals brought on by the COVID-19 pandemic, there is a great deal of psychological pain. Google Trends data have been seen as a corollary measure to assess population-wide trends via observing trends in search results. Judicious analysis of Google Trends data can have both analytical and predictive capacities. This study aimed to compare nation-wide and inter-state trends in mental health before and after the Malaysian Movement Control Order 3.0 (MCO 3.0) commencing 12 May 2021. This was through assessment of two terms, “stress” and “sleep” in both the Malay and English language. Google Trends daily data between March 6 and 31 May in both 2019 and 2021 was obtained, and both series were re-scaled to be comparable. Searches before and after MCO 3.0 in 2021 were compared to searches before and after the same date in 2019. This was carried out using the differences in difference (DiD) method. This ensured that seasonal variations between states were not the source of our findings. We found that DiD estimates, β_3 for “sleep” and “stress” were not significantly different from zero, implying that MCO 3.0 had no effect on psychological distress in all states. Johor was the only state where the DiD estimates β_3 were significantly different from zero for the search topic ‘Tidur’. For the topic ‘Tekanan’, there were two states with significant DiD estimates, β_3, namely Penang and Sarawak. This study hence demonstrates that there are particular state-level differences in Google Trend search terms, which gives an indicator as to states to prioritise interventions and increase surveillance for mental health. In conclusion, Google Trends is a powerful tool to examine larger population-based trends especially in monitoring public health parameters such as population-level psychological distress, which can facilitate interventions.

Suggested Citation

  • Nicholas Tze Ping Pang & Assis Kamu & Chong Mun Ho & Walton Wider & Mathias Wen Leh Tseu, 2022. "An Analysis by State on The Effect of Movement Control Order (MCO) 3.0 Due to COVID-19 on Malaysians’ Mental Health: Evidence from Google Trends," Data, MDPI, vol. 7(11), pages 1-9, November.
    • Handle: RePEc:gam:jdataj:v:7:y:2022:i:11:p:163-:d:975669
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    References listed on IDEAS

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    1. Joana M. Barros & Ruth Melia & Kady Francis & John Bogue & Mary O’Sullivan & Karen Young & Rebecca A. Bernert & Dietrich Rebholz-Schuhmann & Jim Duggan, 2019. "The Validity of Google Trends Search Volumes for Behavioral Forecasting of National Suicide Rates in Ireland," IJERPH, MDPI, vol. 16(17), pages 1-18, September.
    2. Ray M. Merrill, 2022. "Mental Health Conditions According to Stress and Sleep Disorders," IJERPH, MDPI, vol. 19(13), pages 1-12, June.
    3. Nicholas Tze Ping Pang & Gracyvinea Nold Imon & Elisa Johoniki & Mohd Amiruddin Mohd Kassim & Azizan Omar & Syed Sharizman Syed Abdul Rahim & Firdaus Hayati & Mohammad Saffree Jeffree & Jun Rong Ng, 2021. "Fear of COVID-19 and COVID-19 Stress and Association with Sociodemographic and Psychological Process Factors in Cases under Surveillance in a Frontline Worker Population in Borneo," IJERPH, MDPI, vol. 18(13), pages 1-18, July.
    4. Luke Sy-Cherng Woon & Hatta Sidi & Nik Ruzyanei Nik Jaafar & Mohammad Farris Iman Leong Bin Abdullah, 2020. "Mental Health Status of University Healthcare Workers during the COVID-19 Pandemic: A Post–Movement Lockdown Assessment," IJERPH, MDPI, vol. 17(24), pages 1-20, December.
    5. Magdalena Sycińska-Dziarnowska & Liliana Szyszka-Sommerfeld & Karolina Kłoda & Michele Simeone & Krzysztof Woźniak & Gianrico Spagnuolo, 2021. "Mental Health Interest and Its Prediction during the COVID-19 Pandemic Using Google Trends," IJERPH, MDPI, vol. 18(23), pages 1-14, November.
    6. Natasha Subhas & Nicholas Tze-Ping Pang & Wei-Cheng Chua & Assis Kamu & Chong-Mun Ho & Isabel Shamini David & William Wei-Liang Goh & Yogaraja Indran Gunasegaran & Kit-Aun Tan, 2021. "The Cross-Sectional Relations of COVID-19 Fear and Stress to Psychological Distress among Frontline Healthcare Workers in Selangor, Malaysia," IJERPH, MDPI, vol. 18(19), pages 1-11, September.
    7. Arora, Vishal S. & McKee, Martin & Stuckler, David, 2019. "Google Trends: Opportunities and limitations in health and health policy research," Health Policy, Elsevier, vol. 123(3), pages 338-341.
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