Skip to main content

01.12.2016 | Research | Ausgabe 1/2016 Open Access

Tobacco Induced Diseases 1/2016

Tobacco cues in India: An ecological momentary assessment

Tobacco Induced Diseases > Ausgabe 1/2016
Dina L. G. Borzekowski, Julia Cen Chen
Wichtige Hinweise

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

DLGB was responsible for the conception and design of this study. DLGB obtained funding and trained the in-country team in data collection. DLGB advised the analysis and writing of the article. JCC conducted the data analysis and prepared the initial draft of the article. Both DLGB and JCC take responsibility for the write up and findings of this work. Both authors read and approved the final manuscript.



Tobacco use in India is a major health concern; however, little is known about the influence of tobacco-related social and environmental cues on tobacco use. This study uses ecological momentary assessment (EMA) to examine real-time tobacco use and exposure to social and environmental cues.


In Hyderabad and Kolkata, participants were recruited, and an EMA application was installed on their mobile phones. Momentary prompts (MP) were randomly used to collect real-time information and end-of-day (EOD) prompts gathered retrospective information on daily basis. Besides personal tobacco use, the surveys asked about exposure to social (e.g., presence of others using tobacco) and environmental cues (e.g., visual and olfactory stimuli). Using the data aggregation approach, bivariate and multivariate analyses were performed to examine the association of tobacco use and cue exposure. Moderating roles of participants’ socio-demographic characteristics were also tested to gain an in-depth understanding of the relationship.


Among the 205 participants, around a third (MP, 33.7 %; EOD, 37.6 %) used tobacco at least once during the study period. Tobacco-related social and environmental cues related were commonly reported. In the bivariate models, tobacco use was associated with gender, age, and all the examined social and environmental cues except for seeing restrictions on tobacco use. In the multivariate models, tobacco use was associated with age, gender, seeing others using tobacco, and seeing restrictions on tobacco use. Seeing others in one’s immediate group using tobacco was the strongest predictor of tobacco use in both MP and EOD assessments. Gender and age did not moderate the relationship between cue exposure and tobacco use, although males reported higher tobacco use and cue exposure in general.


This research provides data on the ubiquity of social and environmental tobacco cues in India. The EMA approach was feasible and informative. Future cessation interventions and advocacy efforts should address the high prevalence of tobacco use and exposure to pro-tobacco use cues especially among Indian males. Health education campaigns for promoting tobacco use restrictions in private places as well as changing the norms of tobacco use in social settings are recommended.
Über diesen Artikel

Weitere Artikel der Ausgabe 1/2016

Tobacco Induced Diseases 1/2016 Zur Ausgabe