Trend Detection of Drug Abuse Using Multivariate Analysis in Malaysia During the Years 2005 to 2015

  • Authors

    • Izwan Arif Azizan
    • Hafizan Juahir
    • Mohd Ekhwan Toriman
    • Mahadzirah Mohamad
    • Norfazillah Abdullah
    • Mohd Hanif Abdullah
    2018-07-25
    https://doi.org/10.14419/ijet.v7i3.14.16875
  • Drug, drug abuse, cluster analysis, Mann – Kendall test, trend and Malaysia.
  • This study aims to dismantling number drug abuser, cohort of age and drug type effects to improve our understanding of these trends and suggested groups for target intervention by stakeholders to effectively reduce resultant harms. Data of the study involving number of drug abuser, cohort of age (8 groups: < 13, 13-15, 16-19, 20-24, 25-29, 30-34, 35-39, > 40) and drug type was obtained by reviewing annual report of National Anti-Drug Agency (NADA) of Malaysia during 2009 to 2015. Descriptive statistics were applied to give distribution rate and patterns of the data. Cluster analysis then performed to grouped age cohort and drug type into homogenous clusters. Mann – Kendall test were then applied at 5% interval level to identify any significant trends existed in all clusters. The result showed that age can be group into 3 clusters namely low-age cases, moderated-age cases and high-age cases, while for drug type 3 clusters were also created, low-drug type, moderate-drug type and high-drug type. Lastly, trend test shows that high-drug type (opiate) have very significant upward trend p < 0.05. Therefore, preventive strategies can be focus on young adult and opiate abused as it can greatly help reduce number of drug abuser in Malaysia.

     

     

  • References

    1. [1] Lee, S. F., Hsu, J., & Tsay, W. I. (2013). The trend of drug abuse in Taiwan during the years 1999 to 2011. Journal of Food and Drug Analysis, 21(4), 390-396.

      [2] Ibrahim, F., & Kumar, N. (2009). Factors effecting drug relapse in Malaysia: An empirical evidence. Asian Social Science, 5(12), 37.

      [3] Rusdi, A. R., Robson, N. Z. M. H., Muhammad, M. A. Z., & Mohamad, H. H. (2008). A fifty-year challenge in managing drug addiction in Malaysia.

      [4] Ismail, A., Toriman, M. E., Juahir, H., Zain, S. M., Habir, N. L. A., Retnam, A., ... & Azid, A. (2016). Spatial assessment and source identification of heavy metals pollution in surface water using several chemometric techniques. Marine Pollution Bulletin, 106(1), 292-300.

      [5] Al-Odaini, N. A., Zakaria, M. P., Zali, M. A., Juahir, H., Yaziz, M. I., & Surif, S. (2012). Application of chemometrics in understanding the spatial distribution of human pharmaceuticals in surface water. Environmental Monitoring and Assessment, 184(11), 6735-6748.

      [6] Juahir, H., Zain, S. M., Aris, A. Z., Yusof, M. K., Samah, M. A. A., & Mokhtar, M. (2010). Hydrological trend analysis due to land use changes at Langat River Basin. Environment Asia, 3(2010), 20-31.

      [7] Juahir, Hafizan, Sharifuddin M. Zain, Mohd Kamil Yusoff, TI Tengku Hanidza, AS Mohd Armi, Mohd Ekhwan Toriman, and Mazlin Mokhtar. Spatial water quality assessment of Langat River Basin (Malaysia) using environmetric techniques. Environmental Monitoring and Assessment 173, no. 1-4 (2011): 625-641.

      [8] Adiana, G., Juahir, H., Joseph, B., & Shazili, N. A. M. (2017). Tracing the sources of lead (Pb) in Brunei Bay, Borneo by using integrated spectrometry ICP-MS and chemometric techniques. Marine Pollution Bulletin, 123(1-2), 232-240.

      [9] Ghazali, A., Shazili, N. A. M., Bidai, J., & Shaari, H. (2016). The spatial distribution of Al, Fe, Cu, Cd and Pb in the surface sediment of Brunei Bay, Borneo during the southwest and northeast monsoons. Journal of Sustainability Science and Management, 11, 93-106.

      [10] Forina, M. Armanino, C. & Raggio, V. 2002. Clustering with dendograms on interpretation variables. Analytica Chemica Acta, 454, 13 – 19.

      [11] Juahir, H., Zain, S. M., Aris, A. Z., Yusof, M. K., Samah, M. A. A., & Mokhtar, M. (2010). Hydrological trend analysis due to land use changes at Langat River Basin. Environment Asia, 3(2010), 20-31.

      [12] Habil, M. H., & Mohd. Mustafa Ali. (2001). Managing drug addiction: Mission is possible. Salafi.

      [13] Chawarski, M. C., Mazlan, M., & Schottenfeld, R. S. (2008). Behavioral drug and HIV risk reduction counseling (BDRC) with abstinence-contingent take-home buprenorphine: A pilot randomized clinical trial. Drug and Alcohol Dependence, 94(1), 281-284

      [14] Mazlan, M., Mazlan, M., Schottenfeld, R. S., Mazlan, M., Schottenfeld, R. S., Chawarski, M. C., ... & Chawarski, M. C. (2006). New challenges and opportunities in managing substance abuse in Malaysia. Drug and Alcohol Review, 25(5), 473-478.

      [15] Habil, H. (2001). Managing heroin addicts through medical therapy.

  • Downloads

  • How to Cite

    Arif Azizan, I., Juahir, H., Ekhwan Toriman, M., Mohamad, M., Abdullah, N., & Hanif Abdullah, M. (2018). Trend Detection of Drug Abuse Using Multivariate Analysis in Malaysia During the Years 2005 to 2015. International Journal of Engineering & Technology, 7(3.14), 147-150. https://doi.org/10.14419/ijet.v7i3.14.16875