<sec>
<title>Objectives</title>
<p>The purpose of the current study was to determine the upper threshold number of cases for which pertussis infection would reach an outbreak level nationally in Iran.</p></sec>
<sec>
<title>Methods</title>
<p>Data on suspected cases of pertussis from the 25<sup>th</sup> February 2012 to the 23<sup>rd</sup> March 2018 from the Center for Disease Control and Prevention in Iran was used. The national upper threshold level was estimated using the exponentially weighted moving average (EWMA) method and the Poisson regression method.</p></sec>
<sec>
<title>Results</title>
<p>In total, 2,577 (33.6%) and 1,714 (22.3%) cases were reported in the Spring and Summer respectively. There were 1,417 (18.5%) and 1,971 (25.6%) cases reported in the Autumn and Winter, respectively. The overall upper threshold using the EWMA and the Poisson regression methods, was estimated as a daily occurrence of 8 (7.55) and 7.50 (4.48–11.06) suspected cases per 10,000,000 people, respectively. The daily seasonal thresholds estimated by the EWMA and the Poisson regression methods were 10, 7, 6, 8 cases and 10, 7, 7, 9 cases for the Spring, Summer, Autumn, and Winter, respectively.</p></sec>
<sec>
<title>Conclusion</title>
<p>The overall and seasonal estimated thresholds by the 2 methods were similar. Therefore, the estimated thresholds of 6–10 cases in a day, per 10,000,000 people could be used to detect pertussis outbreaks and epidemics by health policymakers.</p></sec>
Citations
Citations to this article as recorded by
Characteristics, clinical manifestations, and severe disease risk of Bordetella pertussis infection in children: a tNGS-based retrospective study Jiangyang Zhao, Lishai Mo, Xiaoying Chen, Junming Lu, Jielin Chen, Guangbing Liu, Cuihong Lu, Xuehua Hu, Qiang Huang, Wenting Tang, Jie Tan, Chunyun Fu International Journal of Infectious Diseases.2026; 170: 108941. CrossRef
Burden of pertussis in infants in the Eastern Mediterranean Region and the impact of maternal vaccination: a systematic review Randa K. Saad, Yousef Khader, Flor M. Munoz, Faris Lami, Ezzeddine Mohsni, Nadine Haddad BMC Public Health.2025;[Epub] CrossRef
Pertussis resurgence in iran: A systematic review and meta-analysis of seroimmunity and diagnostic evidence Parvaneh Sadeghimoghadam, Reza Sattarpour, Maryam Noori, Nasim Sattarpour, Ali Afkhaminia, Zeinab Sinaeifar, Amir Naddaf, Zahra Omidi BMC Infectious Diseases.2025;[Epub] CrossRef
Immunogenicity and Safety of a Newly Developed Tetanus-Diphtheria Toxoid (Td) in Healthy Korean Adolescents: a Multi-center, Randomized, Double-blind, Active-Controlled Phase 3 Trial Ui Yoon Choi, Ki Hwan Kim, Jin Lee, Byung Wook Eun, Hwang Min Kim, Kyung-Yil Lee, Dong Ho Kim, Sang Hyuk Ma, Jina Lee, Jong-Hyun Kim Journal of Korean Medical Science.2021;[Epub] CrossRef
Objectives
Identification of the causal impact of self-esteem on smoking stages faces seemingly insurmountable problems in observational data, where self-esteem is not manipulable by the researcher and cannot be assigned randomly. The aim of this study was to find out if weaker self-esteem in adolescence is a risk factor of cigarette smoking in a longitudinal study in Iran. Methods
In this longitudinal study, 4,853 students (14–18 years) completed a self-administered multiple-choice anonym questionnaire. The students were evaluated twice, 12 months apart. Students were matched based on coarsened exact matching on pretreatment variables, including age, gender, smoking stages at the first wave of study, socioeconomic status, general risk-taking behavior, having a smoker in the family, having a smoker friend, attitude toward smoking, and self-injury, to ensure statistically equivalent comparison groups. Self-esteem was measured using the Rosenberg 10-item questionnaire and were classified using a latent class analysis. After matching, the effect of self-esteem was evaluated using a multinomial logistic model. Results
In the causal fitted model, for adolescents with weaker self-esteem relative to those with stronger self-esteem, the relative risk for experimenters and regular smokers relative to nonsmokers would be expected to increase by a factor of 2.2 (1.9–2.6) and 2.0 (1.5–2.6), respectively. Conclusion
Using a causal approach, our study indicates that low self-esteem is consistently associated with progression in cigarette smoking stages.
Citations
Citations to this article as recorded by
Prevalence and Predictors of Cigarette Smoking Stages among Male High School Students in Shahroud, Iran: A Latent Class Analysis Mohammad Reza Kamali, Mohammad Hassan Hosseinpur, Nazanin Azmi-Naei, Ahmad Khosravi The Open Public Health Journal.2026;[Epub] CrossRef
Bringing the group back in: Social class and resistance in adolescent smoking Olivia McEvoy, Richard Layte Sociology of Health & Illness.2025;[Epub] CrossRef
Entrepreneurs’ creativity, information technology adoption, and continuance intention: Mediation effects of perceived usefulness and ease of use and the moderation effect of entrepreneurial orientation Adin Kusumo Putro, Yoshi Takahashi Heliyon.2024; 10(3): e25479. CrossRef
Youth Smoking in Indonesia: Demographic Determinants and Policy Imperatives in a Middle Income Country Pratiwi Ramlan, Sadli Syam, Arwan, Firmansyah, Adhe Sofyan Anas, Alchamdani Medicor : Journal of Health Informatics and Health.2024; 2(4): 262. CrossRef
Social, educational, and psychological health correlates of e-cigarette and combustible cigarette use among adolescents in the US from 2015 to 2021 Nabeel A. Janjua, Noah T. Kreski, Katherine M. Keyes Addictive Behaviors.2023; 144: 107754. CrossRef
Self-esteem, Self-efficacy, and Smoking Prevalence: A Cross-sectional Study Among Military and Civilian Medical Students Monica Licu, Claudiu G. Ionescu, Maria Suciu, Sorin Păun Romanian Journal of Military Medicine.2023; 126(4): 502. CrossRef
The prevalence of smoking and the levels of self-esteem and self-efficacy among adolescents in Turkey: A descriptive cross-sectional study Alime Selçuk Tosun, Büşra Altınel, Arzu Koçak Uyaroğlu, Emine Ergin Journal of Pediatric Nursing.2023; 73: e563. CrossRef
The effect of the educational intervention on empowerment of male high school students in prevention of smoking Ali Khani Jeihooni, Amirhossein Mobaraei, Amin Kiani, Pooyan Afzali Harsini, Sajjad Karami Ghazi Khani Journal of Substance Use.2022; 27(2): 162. CrossRef
Perceptual Ineptness In relation to Drug Addiction Nuzhat Firdous Indian Journal of Psychiatric Nursing.2022; 19(2): 176. CrossRef
“I am a little superhero!”: a pilot play-based group to enhance self-esteem of children from low-income families in Hong Kong Jessie Ming Sin Wong Social Work with Groups.2021; 44(2): 181. CrossRef
Depressive Symptoms and Cigarette Smoking in Adolescents and Young Adults: Mediating Role of Friends Smoking Christian W Mendo, Marine Maurel, Isabelle Doré, Jennifer O’Loughlin, Marie-Pierre Sylvestre Nicotine & Tobacco Research.2021; 23(10): 1771. CrossRef
Explaining the determinants of hookah smoking cessation among southern Iranian women: a qualitative study Sakineh Dadipoor, Gerjo Kok, Ali Heyrani, Teamur Aghamolaei, Mohtasham Ghaffari, Amin Ghanbarnezhad Journal of Substance Use.2020; 25(5): 469. CrossRef
Impact of gender, age and smoking habits on the effectiveness of health warning messages on cigarette packets: research on a highly educated Turkish sample Murat Aktan International Journal of Health Promotion and Educ.2020; 58(4): 167. CrossRef
The Price of Mission Complexity: A National Study of the Impact of Community College Baccalaureate Adoption on Tuition and Fees Justin C. Ortagus, Xiaodan Hu Educational Researcher.2019; 48(8): 504. CrossRef
Knowledge and Attitudes of University Students Towards Hookah Smoking in Fasa, Iran Ali Khani Jeihooni, Zahra Khiyali, Seyyed Mansour Kashfi, Seyyed Hannan Kashfi, Mohammad Zakeri, Mehdi Amirkhani Iranian Journal of Psychiatry and Behavioral Scien.2018;[Epub] CrossRef
Evaluation of the Impact of Psychoactive Substances on Adolescents’ Self-Esteem Attending School in Kenitra, Morocco Ibtissam Cherkaoui El Malki, Imad Echerbaoui, Khaoula Mammad, Youssef El Madhi, Ahmed Omar Touhami Ahami Psychology.2018; 09(04): 705. CrossRef
Cigarette and hookah smoking and their relationship with self-esteem and communication skills among high school students Masumeh Anbarlouei, Parvin Sarbakhsh, Hossein Dadashzadeh, Akbar Ghiasi, Maryam Ataieasl, Abbasali Dorosti, Asghar Mohammadpour Asl Health Promotion Perspectives.2018; 8(3): 230. CrossRef
How gender- and violence-related norms affect self-esteem among adolescent refugee girls living in Ethiopia L. Stark, K. Asghar, I. Seff, B. Cislaghi, G. Yu, T. Tesfay Gessesse, J. Eoomkham, A. Assazenew Baysa, K. Falb Global Mental Health.2018;[Epub] CrossRef