Skip to main content
Log in

Pathways Linking Socioeconomic Status and Postpartum Smoking Relapse

  • Original Article
  • Published:
Annals of Behavioral Medicine

Abstract

Background

Low socioeconomic status (SES) exacerbates the high rate of smoking relapse in women following childbirth.

Purpose

This study examined multiple models of potential mechanisms linking SES and postpartum smoking relapse among women who quit smoking due to pregnancy.

Methods

Participants were 251 women enrolled in a randomized clinical trial of a new postpartum smoking relapse prevention intervention. Four models of the prepartum mechanisms linking SES and postpartum smoking relapse were evaluated using a latent variable modeling approach.

Results

Each of the hypothesized models were a good fit for the data. As hypothesized, SES indirectly influenced postpartum smoking relapse through increased prepartum negative affect/stress, reduced sense of agency, and increased craving for cigarettes. However, the model that included craving as the sole final pathway between SES and relapse demonstrated superior fit when compared with all other models.

Conclusions

Findings have implications for future interventions that aim to reduce postpartum relapse.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Giovino GA, Chaloupka FJ, Hartman AM, et al. Cigarette Smoking Prevalence and Policies in the 50 States: An Era of Change—The Robert Wood Johnson Foundation ImpacTeen Tobacco Chart Book. Buffalo: University at Buffalo, State University of New York; 2009.

    Google Scholar 

  2. Centers for Disease Control and Prevention. Smoking prevalence among women of reproductive age—United States. MMWR Morb Mortal Wkly Rep. 2006; 57: 849-852.

    Google Scholar 

  3. Martin JA, Hamilton BE, Sutton PD, et al. Births: Final data for 2004. Natl Vital Stat Rep. 2006; 55: 1-101.

    Google Scholar 

  4. Tong VT, Jones JR, Dietz PM, D’Angelo D, Bombard JM. Trends in smoking before, during, and after pregnancy—Pregnancy risk assessment monitoring system (PRAMS), United States, 31 sites, 2000–2005. MMWR Morb Mortal Wkly Rep. 2009; 58: 1-29.

    Google Scholar 

  5. Colman GJ, Joyce T. Trends in smoking before, during, and after pregnancy in ten states. Am J Prev Med. 2003; 24: 29-35.

    Article  PubMed  Google Scholar 

  6. Mullen PD. How can more smoking suspension during pregnancy become lifelong abstinence? Lessons learned about predictors, interventions, and gaps in our accumulated knowledge. Nicotine Tob Res. 2004; 6: S217-S238.

    Article  PubMed  Google Scholar 

  7. DiFranza JR, Aligne CA, Weitzman M. Prenatal and postnatal environmental tobacco smoke exposure and children's health. Pediatrics. 2004; 113: 1007-1015.

    PubMed  Google Scholar 

  8. Jedrychowski W, Flak E. Maternal smoking during pregnancy and postnatal exposure to environmental tobacco smoke as predisposition factors to acute respiratory infections. Environ Heal Perspect. 1997; 105: 302-306.

    Article  CAS  Google Scholar 

  9. U.S. Department of Health and Human Services. The health consequences of involuntary exposure to tobacco smoke: A report of the surgeon general. Atlanta: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, Coordinating Center for Health Promotion, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health; 2006.

    Google Scholar 

  10. Kahn RS, Certain L, Whitaker RC. A reexamination of smoking before, during, and after pregnancy. Am J Public Health. 2002; 92: 1801-1808.

    Article  PubMed  Google Scholar 

  11. Fingerhut LA, Kleinman JC, Kendrick JS. Smoking before, during, and after pregnancy. Am J Public Health. 1990; 80: 541-544.

    Article  PubMed  CAS  Google Scholar 

  12. McKnight A, Merret JD. Smoking in pregnancy—A health education problem. J R Coll Gen Pract. 1986; 36: 161-164.

    PubMed  CAS  Google Scholar 

  13. Nafstad P, Botten G, Hagen J. Partner's smoking: A major determinant for changes in women's smoking behaviour during and after pregnancy. Public Health. 1996; 110: 379-385.

    Article  PubMed  CAS  Google Scholar 

  14. Centers for Disease Control and Prevention. Trends in smoking before, during, and after pregnancy—Pregnancy Risk Assessment Monitoring System (PRAMS), United States, 31 Sites, 2000–2005. MMWR Morb Mortal Wkly Rep. 2009; 58: 1-36.

    Google Scholar 

  15. Centers for Disease Control and Prevention. Cigarette smoking among adults and trends in smoking cessation—United States, 2008. MMWR Morb Mortal Wkly Rep. 2009; 58: 1227-1232.

    Google Scholar 

  16. Higgins ST, Heil SH, Badger GJ, et al. Educational disadvantage and cigarette smoking during pregnancy. Drug Alcohol Depend. 2009; 104: S100-S105.

    Article  PubMed  Google Scholar 

  17. Crittenden KS, Manfredi C, Cho YI, Dolecek TA. Smoking cessation processes in low-SES women: The impact of time-varying pregnancy status, health care messages, stress, and health concerns. Addict Behav. 2007; 32: 1347-1366.

    Article  PubMed  Google Scholar 

  18. Rutter DR, Quine L. Inequalities in pregnancy outcome: A review of psychosocial and behavioural mediators. Soc Sci Med. 1990; 30: 553-568.

    Article  PubMed  CAS  Google Scholar 

  19. Park ER, Chang Y, Quinn V, et al. The association of depressive, anxiety, and stress symptoms and postpartum relapse to smoking: A longitudinal study. Nicotine Tob Res. 2009; 11: 707-714.

    Article  PubMed  Google Scholar 

  20. Carmichael SL, Ahluwalia IB. Correlates of postpartum smoking relapse: Results from the pregnancy risk assessment monitoring system (PRAMS). Am J Prev Med. 2000; 19: 193-196.

    Article  PubMed  CAS  Google Scholar 

  21. Van’t Hof SM, Wall MA, Dowler DW, Stark MJ. Randomised controlled trial of a postpartum relapse prevention intervention. Tob Control. 2000; 9: iii64-iii66.

    PubMed  Google Scholar 

  22. Mullen PD, Richardson MA, Quinn VP, Ershoff DH. Postpartum return to smoking: Who is at risk and when. Am J Heal Promot. 1997; 11: 323-330.

    Article  CAS  Google Scholar 

  23. Gallo LC, Matthews KA. Understanding the association between socioeconomic status and physical health: Do negative emotions play a role? Psychol Bull. 2003; 129: 10-51.

    Article  PubMed  Google Scholar 

  24. Adler NE, Ostrove JM. Socioeconomic status and health: What we know and what we don't. Ann N Y Acad Sci. 1999; 896: 3-15.

    Article  PubMed  CAS  Google Scholar 

  25. Kendzor DE, Businelle MS, Mazas CA, et al. Pathways between socioeconomic status and health behavior among African American smokers. J Behav Med. 2009; 32: 545-557.

    Article  PubMed  Google Scholar 

  26. Matthews KA, Gallo LC, Taylor SE. Are psychosocial factors mediators of socioeconomic status and health connections? A progress report and blueprint for the future. Ann N Y Acad Sci. 2010; 1186: 146-173.

    Article  PubMed  Google Scholar 

  27. Ritter C, Hobfoll SE, Lavin J, Cameron RP, Hulsizer MR. Stress, psychosocial resources, and depressive symptomatology during pregnancy in low-income, inner-city women. Health Psychol. 2000; 19: 576-585.

    Article  PubMed  CAS  Google Scholar 

  28. Witkiewitz K, Marlatt GA. Relapse prevention for alcohol and drug problems: That was Zen, this is Tao. Am Psychol. 2004; 59: 224-235.

    Article  PubMed  Google Scholar 

  29. Businelle MS, Kendzor DE, Costello TJ, et al. Mechanisms linking socioeconomic status to smoking cessation: A structural equation modeling approach. Health Psychol. 2010; 29: 262-273.

    Article  PubMed  Google Scholar 

  30. Killen JD, Fortmann SP. Craving is associated with smoking relapse: Findings from three prospective studies. Exp Clin Psychopharmacol. 1997; 5: 137-142.

    Article  PubMed  CAS  Google Scholar 

  31. Doherty K, Kinnunen T, Militello F, Garvey A. Urges to smoke during the first month of abstinence: Relationship to relapse and predictors. Psychopharmacology. 1995; 119: 171-178.

    Article  PubMed  CAS  Google Scholar 

  32. Gallo LC, Matthews KA. Do negative emotions mediate the association between socioeconomic status and health? In: Adler NE, Marmot M, McEwen BS, Stewart J, eds. Socioeconomic status and health in industrial nations: Social, psychological, and biological pathways. New York: New York Academy of Science; 1999.

    Google Scholar 

  33. Reitzel LR, Vidrine JI, Businelle MS, et al. Preventing postpartum smoking relapse among diverse, low income women: A randomized clinical trial. Nicotine Tob Res. 2010; 12: 326-335.

    Article  PubMed  Google Scholar 

  34. Fiore MC, Jaen CR, Baker TB, et al. Treating Tobacco Use and Dependence: 2008 Update. Clinical Practice Guideline. Rockville: Department of Health and Human Services. Public Health Service; 2008.

    Google Scholar 

  35. Watson D, Clark LA, Tellegen A. Development and validation of brief measures of positive and negative affect: The PANAS scales. J Personal Soc Psychol. 1988; 54: 1063-1070.

    Article  CAS  Google Scholar 

  36. Radloff LS. The CES-D scale: A self-report depression scale for research in the general population. Appl Psychol Meas. 1977; 1: 385-401.

    Article  Google Scholar 

  37. Cohen, Kamarck T, Mermelstein R. A gobal measure of perceived stress. J Heal Soc Behav. 1983; 24: 385-396.

    Article  CAS  Google Scholar 

  38. Velicer WF, Diclemente CC, Rossi JS, Prochaska JO. Relapse situations and self-efficacy: An integrative model. Addict Behav. 1990; 15: 271-283.

    Article  PubMed  CAS  Google Scholar 

  39. Wetter DW, Brandon TH, Baker TB. The relation of affective processing measures and smoking motivation indices among college-age smokers. Adv Behav Res Ther. 1992; 14: 169-193.

    Article  Google Scholar 

  40. Welsch SK, Smith SS, Wetter DW, et al. Development and validation of the Wisconsin Smoking Withdrawal Scale. Exp Clin Psychopharmacol. 1999; 7: 354-361.

    Article  PubMed  CAS  Google Scholar 

  41. Muthén LK, Muthén BO. Mplus user's guide. 5th ed. Los Angeles: Muthén & Muthén; 2007.

    Google Scholar 

  42. Kendzor DE, Cofta-Woerpel LM, Mazas CA, et al. Socioeconomic status, negative affect, and modifiable cancer risk factors in African-American smokers. Cancer Epidemiol Biomark Prev. 2008; 17: 2546-2554.

    Article  Google Scholar 

  43. Webb MS, de Ybarra DR, Baker EA, Reis IM, Carey MP. Cognitive-behavioral therapy to promote smoking cessation among African American smokers: A randomized clinical trial. J Consult Clin Psychol. 2010; 78: 24-33.

    Article  PubMed  Google Scholar 

  44. Swan GE, McClure JB, Jack LM, et al. Behavioral counseling and varenicline treatment for smoking cessation. Am J Prev Med. 2010; 38: 482-490.

    Article  PubMed  Google Scholar 

  45. Bentler PM. Comparative fit indexes in structural models. Psychol Bull. 1990; 107: 238-246.

    Article  PubMed  CAS  Google Scholar 

  46. Hu L, Bentler PM. Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Psychol Methods. 1998; 3: 424-453.

    Article  Google Scholar 

  47. Browne MW, Cudeck R. Alternative ways of assessing model fit. In: Bollen KA, Long JS, eds. Testing structural equation models. Beverly Hills: Sage; 1993: 136-162.

    Google Scholar 

  48. Yu CY, Muthén B. Evaluation of model fit indices for latent variable models with categorical and continuous outcomes (technical report). Los Angeles: University of California at Los Angeles, Graduate School of Education and Information Studies; 2002.

    Google Scholar 

  49. Brown TA. Confirmatory factor analysis for applied research. New York: Guilford Press; 2006.

    Google Scholar 

  50. Tucker LR, Lewis C. A reliability coefficient for maximum likelihood factor analysis. Psychometrika. 1973; 38: 1-10.

    Article  Google Scholar 

  51. Steiger JH. Structural model equation and modification: An interval estimation approach. Multivar Behav Res. 1990; 25: 173-180.

    Google Scholar 

  52. Schwarz G. Estimating the dimension of a model. Ann Stat. 1978; 6: 461-464.

    Article  Google Scholar 

  53. Kass RE, Raftery AE. Bayes factors. J Am Stat Assoc. 1995; 90: 773-795.

    Article  Google Scholar 

  54. Raftery AE. Bayesian model selection in social research. Sociol Methodol. 1995; 25: 111-163.

    Article  Google Scholar 

  55. Siahpush M, McNeill A, Borland R, Fong GT. Socioeconomic variations in nicotine dependence, self-efficacy, and intention to quit across four countries: Findings from the International Tobacco Control (ITC) Four Country Survey. Tob Control. 2006; 15: iii71-iii75.

    Article  PubMed  Google Scholar 

  56. Jarvis MJ, Wardle J. Social patterning of individual health behaviours: The case of cigarette smoking. In: Marmot M, Wilkinson RG, eds. Social determinants of health. Oxford: Oxford University Press; 1999.

    Google Scholar 

  57. Hyland A, Li Q, Bauer JE, et al. Predictors of cessation in a cohort of current and former smokers followed over 13 years. Nicotine Tob Res. 2004; 6: S363-S369.

    Article  PubMed  Google Scholar 

  58. Killen JD, Fortmann SP, Kraemer HC, Varady A, Newman B. Who will relapse? Symptoms of nicotine dependence predict long-term relapse after smoking cessation. J Consult Clin Psychol. 1992; 60: 797-801.

    Article  PubMed  CAS  Google Scholar 

  59. Polanska K, Hanke W, Sobala W, Lowe J, Jaakkola JK. Predictors of smoking relapse after delivery: Prospective study in Central Poland. Matern Child Health J. 2011; 15: 579-586.

    Article  PubMed  Google Scholar 

  60. Lemola S, Grob A. Smoking cessation during pregnancy and relapse after childbirth: The impact of the grandmother's smoking status. Matern Child Health J. 2008; 12: 525-533.

    Article  PubMed  Google Scholar 

  61. Ma Y, Goins K, Pbert L, Ockene J. Predictors of smoking cessation in pregnancy and maintenance postpartum in low-income women. Matern Child Health J. 2005; 9: 393-402.

    Article  PubMed  Google Scholar 

  62. Fang WL, Goldstein AO, Butzen AY, et al. Smoking cessation in pregnancy: A review of postpartum relapse prevention strategies. J Am Board Fam Pract. 2004; 17: 264-275.

    Article  PubMed  Google Scholar 

  63. Manfredi C, Cho YI, Crittenden KS, Dolecek TA. A path model of smoking cessation in women smokers of low socio-economic status. Health Educ Res. 2007; 22: 747-756.

    Article  PubMed  Google Scholar 

  64. Ullman JB. Structural equation modeling: Reviewing the basics and moving forward. J Personal Assess. 2006; 87: 35-50.

    Article  Google Scholar 

  65. Coleman-Cowger V. Smoking cessation intervention for pregnant women: A call for extension to the postpartum period. Matern Child Health J. 2011; 16: 937-940.

    Google Scholar 

Download references

Conflict of Interest Statement

The authors have no conflict of interest to disclose.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Michael S. Businelle Ph.D..

Additional information

This manuscript was supported by grants from the National Cancer Institute (R01CA89350 to DWW; R25TCA57730 to MSB and DEK), the American Cancer Society (MRSGT-12-114-01-CPPB to MSB, MRSGT-10-104-01-CPHPS to DEK), and the CDC (K01DP001120 to LRR; K01DP000086 to JIV). This research was also supported in part by the National Institutes of Health through MD Anderson's Cancer Center Support Grant CA016672.

About this article

Cite this article

Businelle, M.S., Kendzor, D.E., Reitzel, L.R. et al. Pathways Linking Socioeconomic Status and Postpartum Smoking Relapse. ann. behav. med. 45, 180–191 (2013). https://doi.org/10.1007/s12160-012-9434-x

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12160-012-9434-x

Keywords

Navigation