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Patterns of polysubstance use among adults in Malaysia—A latent class analysis
INTRODUCTION: Polysubstance use is the use of more than one non-prescribed licit or illicit substance at one time. This is a common phenomenon, but little is known about the severity and the various substances used by adults in Malaysia. OBJECTIVE: To determine the pattern of polysubstance use and i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844871/ https://www.ncbi.nlm.nih.gov/pubmed/36649298 http://dx.doi.org/10.1371/journal.pone.0264593 |
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author | Rodzlan Hasani, Wan Shakira Robert Lourdes, Tania Gayle Ganapathy, Shubash Shander Ab Majid, Nur Liana Abd Hamid, Hamizatul Akmal Mohd Yusoff, Muhammad Fadhli |
author_facet | Rodzlan Hasani, Wan Shakira Robert Lourdes, Tania Gayle Ganapathy, Shubash Shander Ab Majid, Nur Liana Abd Hamid, Hamizatul Akmal Mohd Yusoff, Muhammad Fadhli |
author_sort | Rodzlan Hasani, Wan Shakira |
collection | PubMed |
description | INTRODUCTION: Polysubstance use is the use of more than one non-prescribed licit or illicit substance at one time. This is a common phenomenon, but little is known about the severity and the various substances used by adults in Malaysia. OBJECTIVE: To determine the pattern of polysubstance use and its associated factors among general adults in Malaysia. METHODOLOGY: This was a secondary data analysis from the National Health and Morbidity Survey (NHMS) 2019), a cross-sectional population survey with a two-stage stratified random sampling design. A total of 10,472 Malaysians aged 18 years and above participated in this survey. Polysubstance use was defined as concurrent use of more than one substance, either alcohol, tobacco, or drugs (opioids, marijuana, amphetamine/ methamphetamine or kratom). A latent class analysis (LCA) was used to identify the membership of polysubstance groups. The association of class membership with demographic profiles was examined using Multinomial Logistic Regression analysis. RESULTS: Fit indices (AIC = 16458.9, BIC = 16443.6) from LCA supported 3 classes solution: Class 1; “moderate-drug” group primarily combination used of tobacco and alcohol (2.4%), Class 2; “high-drug” group using multiple substance including kratom (0.3%) and Class 3; “low-drug” group reporting minimal alcohol and tobacco use or non-user (97.3%). The multinomial model showed young adults (18–40 years) had a higher likelihood of being polysubstance users both for moderate-drug class (OR = 4.1) and high-drug class (OR = 3.9) compared to older age (≥60 years). Chinese (OR = 18.9), Indian (OR = 23.3), Indigenous Sabah & Sarawak (OR = 34.6) and others ethnicity (OR = 8.9) showed higher odds of being moderate-drug users than Malays. The greater odds of moderate-drug use for males (OR = 35.5), working groups (OR = 1.5) and low education level group (OR = 3.2). CONCLUSION: Our study highlights patterns and demographics related to the use of polysubstances among adults in Malaysia. These results would help formulate specific prevention programmes for these high-risk groups. |
format | Online Article Text |
id | pubmed-9844871 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-98448712023-01-18 Patterns of polysubstance use among adults in Malaysia—A latent class analysis Rodzlan Hasani, Wan Shakira Robert Lourdes, Tania Gayle Ganapathy, Shubash Shander Ab Majid, Nur Liana Abd Hamid, Hamizatul Akmal Mohd Yusoff, Muhammad Fadhli PLoS One Research Article INTRODUCTION: Polysubstance use is the use of more than one non-prescribed licit or illicit substance at one time. This is a common phenomenon, but little is known about the severity and the various substances used by adults in Malaysia. OBJECTIVE: To determine the pattern of polysubstance use and its associated factors among general adults in Malaysia. METHODOLOGY: This was a secondary data analysis from the National Health and Morbidity Survey (NHMS) 2019), a cross-sectional population survey with a two-stage stratified random sampling design. A total of 10,472 Malaysians aged 18 years and above participated in this survey. Polysubstance use was defined as concurrent use of more than one substance, either alcohol, tobacco, or drugs (opioids, marijuana, amphetamine/ methamphetamine or kratom). A latent class analysis (LCA) was used to identify the membership of polysubstance groups. The association of class membership with demographic profiles was examined using Multinomial Logistic Regression analysis. RESULTS: Fit indices (AIC = 16458.9, BIC = 16443.6) from LCA supported 3 classes solution: Class 1; “moderate-drug” group primarily combination used of tobacco and alcohol (2.4%), Class 2; “high-drug” group using multiple substance including kratom (0.3%) and Class 3; “low-drug” group reporting minimal alcohol and tobacco use or non-user (97.3%). The multinomial model showed young adults (18–40 years) had a higher likelihood of being polysubstance users both for moderate-drug class (OR = 4.1) and high-drug class (OR = 3.9) compared to older age (≥60 years). Chinese (OR = 18.9), Indian (OR = 23.3), Indigenous Sabah & Sarawak (OR = 34.6) and others ethnicity (OR = 8.9) showed higher odds of being moderate-drug users than Malays. The greater odds of moderate-drug use for males (OR = 35.5), working groups (OR = 1.5) and low education level group (OR = 3.2). CONCLUSION: Our study highlights patterns and demographics related to the use of polysubstances among adults in Malaysia. These results would help formulate specific prevention programmes for these high-risk groups. Public Library of Science 2023-01-17 /pmc/articles/PMC9844871/ /pubmed/36649298 http://dx.doi.org/10.1371/journal.pone.0264593 Text en © 2023 Rodzlan Hasani et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Rodzlan Hasani, Wan Shakira Robert Lourdes, Tania Gayle Ganapathy, Shubash Shander Ab Majid, Nur Liana Abd Hamid, Hamizatul Akmal Mohd Yusoff, Muhammad Fadhli Patterns of polysubstance use among adults in Malaysia—A latent class analysis |
title | Patterns of polysubstance use among adults in Malaysia—A latent class analysis |
title_full | Patterns of polysubstance use among adults in Malaysia—A latent class analysis |
title_fullStr | Patterns of polysubstance use among adults in Malaysia—A latent class analysis |
title_full_unstemmed | Patterns of polysubstance use among adults in Malaysia—A latent class analysis |
title_short | Patterns of polysubstance use among adults in Malaysia—A latent class analysis |
title_sort | patterns of polysubstance use among adults in malaysia—a latent class analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844871/ https://www.ncbi.nlm.nih.gov/pubmed/36649298 http://dx.doi.org/10.1371/journal.pone.0264593 |
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