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Original Article
3 (
2
); 77-81
doi:
10.25259/FH_82_2025

A content analysis of tobacco, alcohol, and drug use imagery in Hindi movies on popular streaming platforms

Department of Psychiatry, Bhopal Memorial Hospital and Research Centre, Bhopal, Madhya Pradesh, India

* Corresponding author: Dr. Sanjukta Ghosh, Department of Psychiatry, Bhopal Memorial Hospital and Research Centre, Raisen By Pass Road, Bhopal, 462038, Madhya Pradesh, India. sanjuktaghosh18@gmail.com

Licence
This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-Share Alike 4.0 License, which allows others to remix, transform, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms.

How to cite this article: Ghosh S, Buwade J. A content analysis of tobacco, alcohol, and drug use imagery in Hindi movies on popular streaming platforms. Future Health. 2025;3:77-81. doi: 10.25259/FH_82_2025

Abstract

Objectives

Modelling of substance use content in audio-visual media poses a significant risk factor for its use in the general population. Few studies have quantified as well as compared smoking and alcohol content in Over the Top (OTT) platforms. Furthermore, there has been a long-standing controversy regarding the authorization of regulatory bodies to govern these platforms to date. We report an analysis of quantified smoking, alcohol, and other drug content depicted in top-viewed OTT movies from the year 2022 to 2024 from the 3 top OTT platforms and compare with the earlier studies conducted.

Material and Methods

Content analysis of a sample of 46 top-viewed content released on Netflix, Amazon Prime, and Disney+ Hotstar for any smoking, alcohol, or any other substance use content, with actual, implied use, and paraphernalia. An independent sample T test was used to compare the substance use categories over the years and OTT platforms.

Results

Most movies analysed were streamed on Netflix, with drama and thriller as dominant genres. About 43% of films lacked any initial warning disclaimers. Tobacco, Alcohol, and narcotics/other drugs use appeared in 43%, 76% and 17.4% of movies, respectively. Tobacco use duration had a significant decline in duration between 2023 and 2024. Alcohol use, too, had significant decline in duration across years but not across OTT platforms. Narcotics depictions show significant year-wise variation but no platform-specific differences.

Conclusion

The study discusses the public health challenge of the tobacco and alcohol use depiction in OTT movies. The need of governance and stricter regulations can minimise the risks on the community as a whole.

Keywords

Drinking
health policy
OTT movies
smoking
substance use

INTRODUCTION

Audio-visual media (including radio, movies, and TV shows) are efficient modes of mass communication. They influence the dissemination of health information and impact health-related priorities. Media campaigns operate through both direct and indirect pathways to influence the behavior of entire populations.1 Audio-visual media impact health behavior either way, i.e., they can promote unhealthy or healthy behavior depending on the content that is portrayed. Tobacco and alcohol imagery presented in the media is associated with increased use of these substances among adolescents.2,3 Conversely, successful health promotion campaigns using audio-visual media have been deployed in disparate fields of cardiovascular disease, nutrition, reproductive health, and the prevention of HIV/AIDS.4-7 However, far more studies have been published about media campaigns on tobacco use than on any other health-related issue, and, consequently, the evidence for benefit is strong.8 There is substantial evidence that the portrayal of tobacco in the media increases uptake and subsequent use in adolescents.9,10 In line with this proof, the World Health Organization’s Framework Convention on Tobacco Control (FCTC) requires countries to provide widely accessible, comprehensive information about the addictiveness, risks, and harms of exposure to tobacco smoke.11 In India, the Ministry of Health and Family Welfare (MoHFW) introduced rules to eliminate tobacco imagery in films and television in 2012. As of 2022, all films with tobacco imagery require strong editorial justification, anti-tobacco messages produced by the MoHFW, and a static health warning at the bottom of the screen during tobacco imagery display.12 The result was that, in 2015, less than 48% of top-grossing movies had tobacco imagery compared with 89% in 2005.12 The rules have been arguably successful, with up to 70% of respondents having noticed an anti-tobacco message in the last 30 days.13 A Substantial amount of alcohol and narcotic content in movies is frequently portrayed through actual or implied use, often without warning messages. It normalizes risky behaviors, influences young audiences, and raises concerns regarding their potential impact on the youth’s attitudes and practices. However, the onset of the COVID-19 pandemic, coupled with increasing internet penetration, has brought about a sea of change in the methods of consumption of mass media.14 The OTT (Over The Top) market is experiencing a surge in demand for on-demand content.

India’s OTT consumers are favoring localized content and diverse genres over traditional television programming, with an average revenue projected to reach US$4.49bn in 2025. At present, the user penetration in India is around 35.8% and is expected to hit 42.2% by 2029 with 634.3 million users. The average revenue per user (ARPU) in India amounts to US$8.61 in 2025.15 The share of OTT platforms vis-à-vis theatre is increasing, and approximately 30% Indians reported OTT platforms to be their primary mode of consumption of media. The major trending OTT platforms in India are Disney+ Hotstar, Zee5, Amazon Prime Video, Sony LIV, and Netflix, with a combined market share of more than 70%. More significantly, major consumers of OTT platforms are the youth who belong to the 24-34 age group of the total viewership.16 The rise of OTT platforms has brought into the limelight the portrayal of substance use imagery on these platforms. Article 13 of the FCTC prohibits cross-border advertisements of tobacco products. In response to this, the Internet and Mobile Association of India (a key industry group) created a voluntary ‘Code of Best Practices for Online Curated Content Providers’, including a complaint mechanism.17,18 Such regulation is also prevalent in other countries like Europe, Singapore, Australia, and Turkey.19,20 However, unlike the Central Board of Film Certification (CBFC), which has set up strict regulations on the display of substance use and surrogate advertising, the Indian code is voluntary.10,21 As a matter of concern, at present, there is no official legislative body to regulate censorship on the OTT platforms in India.22 The Ministry of Information and Broadcasting (MIB), India, has repeatedly cautioned and demanded that the OTT content not glamorize or promote the consumption of narcotics or psychotropic substances.23 Rigorous examination of OTT platforms in the UK and Europe has reported that OTT platforms portray more alcohol and tobacco imagery in web series than broadcast television.20 Such studies are lacking in India.

The paper attempts to address this research gap by methodically quantifying the portrayal of tobacco, alcohol, or any other narcotic use in movies of VOD (Video on Demand)/OTT services presented to viewers.

MATERIAL AND METHODS

Selection of OTT and movies

The publicly available reports issued by market measurement firms were used to analyze the viewership estimates of the most-watched movies released on OTT platforms from 2022 to 2024. For the study, the viewership ratings of movies were shortlisted from data available on a popular streaming video rating site (Statista, Ormax Media) among all OTT platforms.24-26 With the nature of the availability of data, the movies were selected based on their maximum viewership (∼10 million). Although these ratings are not based on the actual numbers of viewings or sales, they are based on the popularity rankings coming directly from these streaming platforms. Therefore, they serve as a good proxy measure of each platform’s popularity. We selected the major market shareholder OTT platforms, i.e., Netflix, Amazon Prime, and Disney+ Hotstar. Out of a total of 47 movies released exclusively on OTT, 1 movie aired on Zee5, which was excluded. The remaining movies were reviewed for tobacco, alcohol, and other substance use content analysis.

Coding of movies

The investigator (SG and JB) independently watched the entire movies and extracted data from the movies based on a predefined template. General information like release date, certification, viewership in millions, genre, disclaimer on substance depiction, etc., was compiled. The investigator also collected data concerning the quantification of smoking, drinking, or any other substance use, time, form, and number of scenes portrayed. The quantification measures used were categorized as:

  • Actual use: Use of tobacco, alcohol, or drugs onscreen by any character (e.g., smoking a cigarette, drinking alcohol)

  • Implied use: Implied but not actual use of tobacco, alcohol, or drugs onscreen (e.g., holding a butt of a cigar but not smoking)

  • Presence of paraphernalia: The presence of products or related materials to tobacco, alcohol, or drug use (e.g., portrayal of matchboxes, lighters, ashtrays, glasses, and smoking signage).

The data was independently quantified, coded, and differences were resolved and validated by mutual discussion between the researchers. The Institutional Review and Ethical Board approved the study of the institute.

Data analysis

Data was entered into Microsoft Office Excel 2016 (Microsoft Inc., USA) and is available to the investigator. It was analyzed using IBM SPSS 27.0 software (IBM Corp. USA). Descriptive analysis was conducted for substance use appearances (smoking, alcohol, other), warning messages, duration, and frequency of depictions, as well as implied use and paraphernalia. An independent t-test was used for comparative analysis of distribution across platforms and years over the substance categories. Statistical significance will be set at p<0.05.

RESULTS

We coded a total runtime of 5991 minutes into independent substance use types, namely tobacco, alcohol, and other drugs/narcotics. The list of movies and their relevant descriptive data has been shared in the supplementary file. Most of the top-watched movies aired on Netflix (n=21, 45.7%). Drama (67%), followed by thriller (43.5%), and comedy (32.6%) were the most common genres watched. The CFBC certification, as per Indian Government guidelines, is allotted to movies produced and telecast on media platforms, i.e, OTT or theatrical releases are categorized as A (adults only), UA (unrestricted with parental guidance), U (universal), and S (special), along with further classification in the UA category as per age-defined criteria. The selected OTT platforms did not display the CFBC certificates except Amazon Prime. The movies included categories belonging to A (n=9,19.6%), UA 16+ (n=22, 47,8%), UA 13+ (n=12, 26.1%), and UA 7+ (n=3, 6.5%). The mean runtime of the movies was 130.23 minutes (SD=14.64), ranging from 69 to 157 minutes. 20 (43.4%) movies failed to display any initial warning disclaimer messages, irrespective of their content, with the portrayal of substance use. The remaining movies displayed variable warning messages, including smoking/tobacco use (n=8, 17%), alcohol use (n=3, 6.5%), tobacco/smoking in conjunction with alcohol (n=7, 15.2%), and general substance use/all narcotics (n=8, 17.4%). The total mean duration of substance use demonstrated in all movies is 7.18 minutes (SD=10.05).

Tobacco use

Tobacco use was portrayed in 20 movies (43%) in any form. The most common method of use depicted was smoking in the form of cigarettes (36%). The average time displayed on actual, implied, and paraphernalia for tobacco use was 226, 31, and 40 seconds, respectively. The mean duration for all types of tobacco use is 4.10 minutes. The mean duration of tobacco use demonstrated a declining trend over the assessment period. The movies had a total of 93 instances of tobacco use with an average of 4 scenes per movie. Disney+ Hotstar had a greater mean duration of tobacco use compared to other platforms, with no significance. On comparing, the total duration of tobacco use portrayed over the years 2023 and 2024 was found to be significant. (F=6.98, p=0.02).

Alcohol use

76% (n=35) of the movies had portrayed alcohol use. IMFL (Indian Made Foreign Liquor) (n=29, 63%) was the most common form of alcohol depicted. The average time displayed on actual, implied, and paraphernalia for alcohol use was 254.90, 139.08, and 115.34 seconds, respectively. The mean duration for all types of alcohol use is 6.74 (SD=7.2) minutes. The movies had a total of 243 instances of alcohol use with an average of 6 scenes per movie. There was a high significance difference between the years 2022 and 2023 (F=6.91, p=0.01) and between 2022 and 2024 (F=14.906, p=0.001) in the total duration of alcohol use depiction. On comparing the total duration of alcohol use with respect to OTT, a significant difference was not seen between the OTT platforms chosen. (p>0.05)

Other drugs/narcotics use

Apart from tobacco and alcohol, 8 movies (17.4%) had depiction of various narcotic substances like cocaine, cannabis, smack, or hallucinogenic pills. The movies screened for a mean duration of 1.5(SD=1.4) minutes for a total of 27 instances. There was a significant difference in the total duration of portrayal of other drugs/narcotics between years 2023 and 2024 (F=61.16, p=0.004). Significance could not be established during comparison across the OTT platforms.

DISCUSSION

The findings from the content analysis of 46 top-viewed Indian OTT movies between 2022 and 2024 reveal a concerning prevalence of substance use imagery. Alcohol was depicted in 76%, tobacco in 43%, and narcotics in 17% of the movies. The average screen time for alcohol use was notably high at 6.74 minutes per movie, with tobacco and narcotic depictions also receiving substantial visual emphasis. As the results demonstrate, most of these portrayals were often devoid of disclaimers or health warnings, especially on platforms like Netflix. This pattern raises serious concerns about the effectiveness and enforcement of India’s regulatory framework for digital content. The CBFC faces challenges in the governance and enforcement of strict guidelines on substance use portrayal, or surrogate advertising. The legal foundation for the tobacco regulations lies in Section 5 of the Cigarettes and Other Tobacco Products Act (COTPA), 2003, which prohibits direct and surrogate advertising.27 With respect to the depiction of alcohol and narcotics, it is primarily governed by the Cinematograph Act of 1952 and the Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules of 2021.28 However, previously, the OTT platforms operated in a regulatory vacuum. The lack of a centralized censorship authority for OTT content further complicated the enforcement oversight.

The OTT-specific amendments need to extend this protection to all registered digital platforms, recognizing their growing influence—particularly among children, adolescents, and youth, who dominate viewership demographics. Thus, India became the first country to mandate anti-tobacco warnings for OTT content, aligning it with theatrical and television standards under the MoHFW ‘s ‘2023 OTT Rules.’ These rules, effective from September 1, 2023, mandated 30-second non-skippable health spots and 20-second audio-visual disclaimers for tobacco imagery immediately after launching the application.29 Despite this, compliance remains inconsistent. A study conducted in 2024 found that tobacco imagery in Indian OTT shows was still prevalent and often non-compliant with the new rules.30 Notable studies reinforce the psychological impact of substance use imagery. Yadav and Sharma (2024) demonstrated that repeated exposure to such content, primarily when associated with protagonists, leads to observational learning among adolescents, reinforces risky behaviors, and diminishes perceived harm. This aligns with Bandura’s social learning theory, which posits that individuals model behaviors seen in influential media figures.31 Pulicherla and Kodali (2024) further found that tobacco imagery was present in all web series and most movies analyzed, with none fully complying with India’s tobacco control policies.32

Countries like South Korea, Thailand, and Mexico have emerged to provide severe ratings to movies with drug use.33 MIB has recently issued an advisory in November 2024, urging OTT platforms to avoid glamorizing narcotic drug use due to its influence on youth. Grounded in the IT Rules (2021) and NDPS Act (1985), the advisory mandates stringent content classification, audio-visual disclaimers, and onscreen health warnings for shows depicting drug use. The advisory mandates platforms to compulsorily ensure portrayals do not normalize, glorify, or promote substance abuse with legal compliance. While promoting accountability, the advisory also raises concerns about creative limitations and lacks detailed enforcement criteria.34 Few policy-based interventions to curb the glamorization of substance use on Indian OTT platforms have been implemented at the institutional level. Novel strategies can include age-gating, AI flagging, behavioral nudges, creative incentives, youth media literacy, public-private health messaging, and transparent reporting. These measures can balance creative freedom with public health, fostering informed media consumption and responsible storytelling.

CONCLUSION

The depiction of patterns of substance use in Indian OTT content from 2022 to 2024 presents a significant public health challenge. While the regulatory frameworks have evolved, their implementation and impact lag behind. Strengthening enforcement mechanisms, enhancing media literacy, and fostering industry accountability are essential to mitigate the influence of glamorized substance use. Future research should explore longitudinal effects on viewer behavior and assess the role of disclaimers in altering consumption patterns.

Author contributions

SG: Conceptualization, movie reviews, formal analysis, writing of manuscript; JB: Movie review.

Ethical approval

The research/study was approved by the Institutional Review Board at Bhopal Memorial Hospital and Research Centre, number IEC/07/Psychiatry/23, dated 26th December 2023.

Declaration of patient consent

Patient’s consent not required as there are no patients in this study.

Financial support and sponsorship

Nil.

Conflicts of interest

There are no conflicts of interest.

Use of artificial intelligence (AI)-assisted technology for manuscript preparation

The authors confirm that there was no use of artificial intelligence (AI)-assisted technology for assisting in the writing or editing of the manuscript, and no images were manipulated using AI.

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