ArticleBMC public health2018
Determinants of cigarette smoking and smoking intensity among adult males in Ghana.
Article in BMC public health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 1 synthesis or guideline pooled it, 62 citations in OpenAlex.
- Current and former smokers among adolescents aged 12-17 years in Iran: a systematic review and meta-analysis.BMC public health · 2020Pooled it
- The Prevalence of Cardiovascular Risk Factors Among Some Selected Workers at a Ghanaian University: A Quantitative Cross-Sectional Study.Health science reports · 2026Article
- Tobacco use and associated factors among adults in Ghana: evidence from the 2022 Ghana Demographic and Health Survey.BMJ open · 2026Article
- Sex Differences in the Factors Associated With Lifetime Alcohol, Tobacco and Cannabis Use Among Ghanaian University Students: A Cross-Sectional Study.Public health challenges · 2026Article
- Determinants of tobacco use among men aged 15 to 59 in Sub Sahara Africa: a multilevel mixed effect logistic regression analysis.BMC public health · 2026Article
- Factors associated with adolescent use of tobacco products in the Upper East Region of Ghana: A cross-sectional study.Tobacco induced diseases · 2026Article
- Article
- Gut microbiota shift in Ghanaian individuals along the migration axis: the RODAM-Pros cohort.Gut microbes · 2025Article
- Exploring explainable machine learning algorithms to model predictors of tobacco use among men in Sub Sahara Africa between 2018 and 2023.Scientific reports · 2025Article
- Social norms and social opportunities: a qualitative study of influences on tobacco use among urban adolescent girls in Ghana.BMC public health · 2024Article
- Sex-related inequalities in current cigarette smoking among adolescents in Africa.Substance abuse treatment, prevention, and policy · 2024Article
- Exposure to pro-tobacco and anti-tobacco media messages and events and smoking behaviour among adolescents in Gambia.BMC public health · 2024Article
- Frequency of cigarette smoking and its associated factors among men in East Africa: a pooled prevalence analysis of national survey using multinomial regression.BMC public health · 2024Article
- Behavioural and nutritional risk factors for cardiovascular diseases among the Ghanaian population- a cross-sectional study.BMC public health · 2024Article
- Article
- Tobacco use and its associated factors among middle and old-aged women in India using LASI wave-1 data.PloS one · 2024Article
- Greater smoking intensity may be linked to early smoking initiation among Filipinos: Evidence from the 2021 Global Adult Tobacco Survey Philippines.Tobacco prevention & cessation · 2024Article
- Modeling the determinants of smoking behavior among young adults in Khuzestan province: a two-level count regression approach.Frontiers in public health · 2024Article
- Factors associated with smoking intensity among adult smokers: findings from the longitudinal cohort of the Tehran lipid and glucose study.BMC public health · 2023Article
- Tobacco use in Haiti: findings from demographic and health survey.BMC public health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn spite of the adverse health and financial implications of smoking, it still remains one of the leading causes of preventable diseases and deaths in the world. Key to discouraging the habit of smoking is knowledge of the drivers of smoking. In Ghana, though smoking behaviours are relatively more associated with adult males than youth and adolescents, studies on smoking behaviours of adult males are scant. This study, therefore, investigates the determinants of cigarette smoking and smoking intensity among adult males in Ghana.
methodsData were obtained from the most recent Ghana Demographic and Health Survey (DHS) conducted in 2014. Based on the 2014 GDHS, a negative binomial-logit hurdle model was estimated to explore the socioeconomic and demographic characteristics associated with cigarette consumption and smoking intensity among adult males in Ghana. To ensure robustness, separate estimations were performed for the respective logit and negative binomial models used in the two-part model.
resultsWe find that men in lower socioeconomic category (poor and low education) have a higher likelihood to smoke. Also, age proved significant in explaining smoking behaviors in Ghana. Moreover, religion and region of residence are reported to affect cigarette consumption decision. Furthermore, we find that among the men who smoke, those between the ages of 44 and 60 years and have attained approximately primary education have a higher likelihood to smoke greater quantities of cigarette daily. Also, the smokers who reside in the Upper East and Upper West regions are reported to smoke more intensely than their counterparts in the Greater Accra region.
conclusionSince smoking remains one of the major causes of diseases and deaths the world over, the current study provides recent empirical evidence based on a nationally representative sample for public health policies geared towards smoking reduction and ultimately cessation. This study suggests that public policies that promote higher educational attainment and improved incomes (wealth) are crucial in smoking reduction and cessation in Ghana.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.