Subsistence difficulties are associated with more barriers to quitting and worse abstinence outcomes among homeless smokers: evidence from two studies in Boston, Massachusetts

Travis P Baggett, Awesta Yaqubi, Seth A Berkowitz, Sara M Kalkhoran, Claire McGlave, Yuchiao Chang, Eric G Campbell, Nancy A Rigotti, Travis P Baggett, Awesta Yaqubi, Seth A Berkowitz, Sara M Kalkhoran, Claire McGlave, Yuchiao Chang, Eric G Campbell, Nancy A Rigotti

Abstract

Background: Three-quarters of homeless people smoke cigarettes. Competing priorities for shelter, food, and other subsistence needs may be one explanation for low smoking cessation rates in this population. We analyzed data from two samples of homeless smokers to examine the associations between subsistence difficulties and 1) smoking cessation readiness, confidence, and barriers in a cross-sectional study, and 2) smoking abstinence during follow-up in a longitudinal study.

Methods: We conducted a survey of homeless smokers (N = 306) in 4/2014-7/2014 and a pilot randomized controlled trial (RCT) for homeless smokers (N = 75) in 10/2015-6/2016 at Boston Health Care for the Homeless Program. In both studies, subsistence difficulties were characterized as none, low, or high based on responses to a 5-item scale assessing the frequency of past-month difficulty finding shelter, food, clothing, a place to wash, and a place to go to the bathroom. Among survey participants, we used linear regression to assess the associations between subsistence difficulty level and readiness to quit, confidence to quit, and a composite measure of perceived barriers to quitting. Among RCT participants, we used repeated-measures logistic regression to examine the association between baseline subsistence difficulty level and carbon monoxide-defined brief smoking abstinence assessed 14 times over 8 weeks of follow-up. Analyses adjusted for demographic characteristics, substance use, mental illness, and nicotine dependence.

Results: Subsistence difficulties were common in both study samples. Among survey participants, greater subsistence difficulties were associated with more perceived barriers to quitting (p < 0.001) but not with cessation readiness or confidence. A dose-response relationship was observed for most barriers, particularly psychosocial barriers. Among RCT participants, greater baseline subsistence difficulties predicted less smoking abstinence during follow-up in a dose-response fashion. In adjusted analyses, individuals with the highest level of subsistence difficulty had one-third the odds of being abstinent during follow-up compared to those without subsistence difficulties (OR 0.33, 95% CI 0.11-0.93) despite making a similar number of quit attempts.

Conclusions: Homeless smokers with greater subsistence difficulties perceive more barriers to quitting and are less likely to do so despite similar readiness, confidence, and attempts. Future studies should assess whether addressing subsistence difficulties improves cessation outcomes in this population.

Trial registration: ClinicalTrials.gov: NCT02565381 .

Keywords: Homeless persons; Smoking cessation; Social determinants of health; Subsistence difficulties; Tobacco use.

Conflict of interest statement

Ethics approval and consent to participate

All study activities were approved by the Partners Human Research Committee. With the approval of the Partners Human Research Committee, survey participants provided verbal informed consent to participate, which was recorded by the field interviewer in the electronic data capture system. RCT participants provided written informed consent to participate.

Consent for publication

Not applicable.

Competing interests

TPB receives royalty payments from UpToDate for authorship of a topic review on the health care of homeless people in the United States. NAR has a research grant from and has consulted without pay for Pfizer regarding smoking cessation. NAR receives royalties from UpToDate for authorship of topic reviews on smoking cessation. AY, SAB, SMK, CM, YC, and EGC have no competing interests to report.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Figures

Fig. 1
Fig. 1
Subsistence difficulties in (a) the survey sample (N = 306) and (b) the RCT sample (N = 75)
Fig. 2
Fig. 2
Associations between subsistence difficulty level and specific smoking cessation barriers in the cross-sectional survey sample (N = 306). Abbreviations: AOR, adjusted odds ratio; CI, confidence interval Analytic notes: AORs are from ordinal logistic regression models, each controlling for age, gender, race/ethnicity, education, past-month work, past-month income, general health status, drug use severity, alcohol use severity, psychiatric symptom severity, and nicotine dependence. Odds ratios from ordinal logistic regression models represent both the odds of reporting a large or small barrier vs. no barrier and the odds of reporting a large barrier vs. a small or no barrier. The score test of proportional odds was significant for “cost of cessation medications.” Alternative model specifications (see text) did not alter the inference. Due to the exploratory nature of these analyses, the significance level was not adjusted for multiple comparisons.
Fig. 3
Fig. 3
Smoking abstinencea during follow-up by level of subsistence difficulty among RCT participants (N = 75). aDefined as an exhaled carbon monoxide < 8 ppm

References

    1. Baggett TP, Rigotti NA. Cigarette smoking and advice to quit in a national sample of homeless adults. Am J Prev Med. 2010;39(2):164–172. doi: 10.1016/j.amepre.2010.03.024.
    1. Connor SE, Cook RL, Herbert MI, Neal SM, Williams JT. Smoking cessation in a homeless population: there is a will, but is there a way? J Gen Intern Med. 2002;17(5):369–372.
    1. Snyder LD, Eisner MD. Obstructive lung disease among the urban homeless. Chest. 2004;125(5):1719–1725. doi: 10.1378/chest.125.5.1719.
    1. Szerlip MI, Szerlip HM. Identification of cardiovascular risk factors in homeless adults. Am J Med Sci. 2002;324(5):243–246. doi: 10.1097/00000441-200211000-00002.
    1. Tsai J, Rosenheck RA. Smoking among chronically homeless adults: prevalence and correlates. Psychiatr Serv. 2012;63(6):569–576. doi: 10.1176/appi.ps.201100398.
    1. Chau S, Chin M, Chang J, et al. Cancer risk behaviors and screening rates among homeless adults in Los Angeles County. Cancer Epidemiol Biomark Prev. 2002;11(5):431–438.
    1. Torchalla I, Strehlau V, Okoli CT, Li K, Schuetz C, Krausz M. Smoking and predictors of nicotine dependence in a homeless population. Nicotine Tob Res. 2011;13(10):934–942. doi: 10.1093/ntr/ntr101.
    1. Baggett TP, Chang Y, Singer DE, et al. Tobacco-, alcohol-, and drug-attributable deaths and their contribution to mortality disparities in a cohort of homeless adults in Boston. Am J Public Health. 2015;105(6):1189–1197. doi: 10.2105/AJPH.2014.302248.
    1. Baggett TP, Lebrun-Harris LA, Rigotti NA. Homelessness, cigarette smoking and desire to quit: results from a US national study. Addiction. 2013;108(11):2009–2018. doi: 10.1111/add.12292.
    1. Arnsten JH, Reid K, Bierer M, Rigotti N. Smoking behavior and interest in quitting among homeless smokers. Addict Behav. 2004;29(6):1155–1161. doi: 10.1016/j.addbeh.2004.03.010.
    1. Butler J, Okuyemi KS, Jean S, Nazir N, Ahluwalia JS, Resnicow K. Smoking characteristics of a homeless population. Subst Abus. 2002;23(4):223–231.
    1. Okuyemi KS, Caldwell AR, Thomas JL, et al. Homelessness and smoking cessation: insights from focus groups. Nicotine Tob Res. 2006;8(2):287–296. doi: 10.1080/14622200500494971.
    1. Riley ED, Moore K, Sorensen JL, Tulsky JP, Bangsberg DR, Neilands TB. Basic subsistence needs and overall health among human immunodeficiency virus-infected homeless and unstably housed women. Am J Epidemiol. 2011;174(5):515–522. doi: 10.1093/aje/kwr209.
    1. Riley ED, Neilands TB, Moore K, Cohen J, Bangsberg DR, Havlir D. Social, structural and behavioral determinants of overall health status in a cohort of homeless and unstably housed HIV-infected men. PLoS One. 2012;7(4):e35207. doi: 10.1371/journal.pone.0035207.
    1. Gelberg L, Gallagher TC, Andersen RM, Koegel P. Competing priorities as a barrier to medical care among homeless adults in Los Angeles. Am J Public Health. 1997;87(2):217–220. doi: 10.2105/AJPH.87.2.217.
    1. Gallagher TC, Andersen RM, Koegel P, Gelberg L. Determinants of regular source of care among homeless adults in Los Angeles. Med Care. 1997;35(8):814–830. doi: 10.1097/00005650-199708000-00007.
    1. Baggett TP, O'Connell JJ, Singer DE, Rigotti NA. The unmet health care needs of homeless adults: a national study. Am J Public Health. 2010;100(7):1326–1333. doi: 10.2105/AJPH.2009.180109.
    1. Baggett TP, Singer DE, Rao SR, O'Connell JJ, Bharel M, Rigotti NA. Food insufficiency and health services utilization in a national sample of homeless adults. J Gen Intern Med. 2011;26(6):627–634. doi: 10.1007/s11606-011-1638-4.
    1. Baggett TP, Chang Y, Porneala BC, Bharel M, Singer DE, Rigotti NA. Disparities in Cancer incidence, stage, and mortality at Boston health Care for the Homeless Program. Am J Prev Med. 2015;49(5):694–702. doi: 10.1016/j.amepre.2015.03.038.
    1. O'Connell JJ, Oppenheimer SC, Judge CM, et al. The Boston health Care for the Homeless Program: a public health framework. Am J Public Health. 2010;100(8):1400–1408. doi: 10.2105/AJPH.2009.173609.
    1. Raymond HF, Ick T, Grasso M, Vaudrey J, McFarland W. Resource guide: time location sampling. 2. San Francisco: San Francisco Department of Public Health, HIV Epidemiology Section, Behavioral Surevillance Unit; 2010.
    1. Muhib FB, Lin LS, Stueve A, et al. A venue-based method for sampling hard-to-reach populations. Public Health Rep. 2001;116(Suppl 1):216–222. doi: 10.1093/phr/116.S1.216.
    1. MacKellar D, Valleroy L, Karon J, Lemp G, Janssen R. The young Men's survey: methods for estimating HIV seroprevalence and risk factors among young men who have sex with men. Public Health Rep. 1996;111(Suppl 1):138–144.
    1. MacKellar DA, Gallagher KM, Finlayson T, Sanchez T, Lansky A, Sullivan PS. Surveillance of HIV risk and prevention behaviors of men who have sex with men--a national application of venue-based, time-space sampling. Public Health Rep. 2007;122(Suppl 1):39–47. doi: 10.1177/00333549071220S107.
    1. Baggett TP, Campbell EG, Chang Y, Rigotti NA. Other tobacco product and electronic cigarette use among homeless cigarette smokers. Addict Behav. 2016;60:124–130. doi: 10.1016/j.addbeh.2016.04.006.
    1. Baggett TP, Campbell EG, Chang Y, Magid LM, Rigotti NA. Posttraumatic stress symptoms and their association with smoking outcome expectancies among homeless smokers in Boston. Nicotine Tob Res. 2016;18(6):1526–1532. doi: 10.1093/ntr/ntv238.
    1. Jamal A, Agaku IT, O'Connor E, King BA, Kenemer JB, Neff L. Current cigarette smoking among adults--United States, 2005-2013. MMWR Morb Mortal Wkly Rep. 2014;63(47):1108–1112.
    1. One hundred eleventh Congress of the United States of America. Sec. 1003. Definition of Homelessness. Homeless Emergency Assistance and Rapid Transition to Housing Act of 2009. S 896, 34–35 January 6, 2009. 2009.
    1. Hwang SW, Colantonio A, Chiu S, et al. The effect of traumatic brain injury on the health of homeless people. CMAJ. 2008;179(8):779–784. doi: 10.1503/cmaj.080341.
    1. Grinman MN, Chiu S, Redelmeier DA, et al. Drug problems among homeless individuals in Toronto, Canada: prevalence, drugs of choice, and relation to health status. BMC Public Health. 2010;10:94. doi: 10.1186/1471-2458-10-94.
    1. Kertesz SG, Hwang SW, Irwin J, Ritchey FJ, Lagory ME. Rising inability to obtain needed health care among homeless persons in Birmingham, Alabama (1995-2005) J Gen Intern Med. 2009;24(7):841–847. doi: 10.1007/s11606-009-0990-0.
    1. Lebrun-Harris LA, Baggett TP, Jenkins DM, et al. Health status and health care experiences among homeless patients in federally supported health centers: findings from the 2009 patient survey. Health Serv Res. 2013;48(3):992–1017. doi: 10.1111/1475-6773.12009.
    1. Tucker JS, Shadel WG, Golinelli D, Ewing B. Alternative tobacco product use and smoking cessation among homeless youth in los Angeles county. Nicotine Tob Res. 2014;16(11):1522–1526. doi: 10.1093/ntr/ntu133.
    1. Biener L, Abrams DB. The contemplation ladder: validation of a measure of readiness to consider smoking cessation. Health Psychol. 1991;10(5):360–365. doi: 10.1037/0278-6133.10.5.360.
    1. Okuyemi KS, Goldade K, Whembolua GL, et al. Smoking characteristics and comorbidities in the power to quit randomized clinical trial for homeless smokers. Nicotine Tob Res. 2013;15(1):22–28. doi: 10.1093/ntr/nts030.
    1. Rigotti NA, Regan S, Levy DE, et al. Sustained care intervention and postdischarge smoking cessation among hospitalized adults: a randomized clinical trial. JAMA. 2014;312(7):719–728. doi: 10.1001/jama.2014.9237.
    1. Rollnick S, Butler CC, Stott N. Helping smokers make decisions: the enhancement of brief intervention for general medical practice. Patient Educ Couns. 1997;31(3):191–203. doi: 10.1016/S0738-3991(97)01004-5.
    1. Pinsker EA, Hennrikus DJ, Erickson DJ, Call KT, Forster JL, Okuyemi KS. Trends in self-efficacy to quit and smoking urges among homeless smokers participating in a smoking cessation RCT. Addict Behav. 2018;78:43–50. doi: 10.1016/j.addbeh.2017.10.025.
    1. Baggett TP, Anderson RH, Freyder PJ, et al. Addressing tobacco use in homeless populations: a survey of health care professionals. J Health Care Poor Underserved. 2012;23(4):1650–1659. doi: 10.1353/hpu.2012.0162.
    1. Baggett TP, Tobey ML, Rigotti NA. Tobacco use among homeless people--addressing the neglected addiction. N Engl J Med. 2013;369(3):201–204. doi: 10.1056/NEJMp1301935.
    1. U.K. Department for Communities and Local Government. Evaluating the Extent of Rough Sleeping . A new approach. London: Crown; 2010.
    1. McLellan AT, Kushner H, Metzger D, et al. The fifth edition of the addiction severity index. J Subst Abus Treat. 1992;9(3):199–213. doi: 10.1016/0740-5472(92)90062-S.
    1. Zanis DA, McLellan AT, Cnaan RA, Randall M. Reliability and validity of the addiction severity index with a homeless sample. J Subst Abus Treat. 1994;11(6):541–548. doi: 10.1016/0740-5472(94)90005-1.
    1. Argeriou M, McCarty D, Mulvey K, Daley M. Use of the addiction severity index with homeless substance abusers. J Subst Abus Treat. 1994;11(4):359–365. doi: 10.1016/0740-5472(94)90046-9.
    1. Drake RE, McHugo GJ, Biesanz JC. The test-retest reliability of standardized instruments among homeless persons with substance use disorders. J Stud Alcohol. 1995;56(2):161–167. doi: 10.15288/jsa.1995.56.161.
    1. Heatherton TF, Kozlowski LT, Frecker RC, Fagerstrom KO. The Fagerstrom test for nicotine dependence: a revision of the Fagerstrom tolerance questionnaire. Br J Addict. 1991;86(9):1119–1127. doi: 10.1111/j.1360-0443.1991.tb01879.x.
    1. Fagerstrom KO, Heatherton TF, Kozlowski LT. Nicotine addiction and its assessment. Ear Nose Throat J. 1990;69(11):763–765.
    1. Tucker JS, Shadel WG, Golinelli D, Mullins L, Ewing B. Sniping and other high-risk smoking practices among homeless youth. Drug Alcohol Depend. 2015;154:105–110. doi: 10.1016/j.drugalcdep.2015.06.036.
    1. Reifman A, Keyton K. Winsorize. Encyclopedia of Research Design. Thousand oaks: SAGE; 2012. pp. 1637–1638.
    1. Baggett TP, Chang Y, Yaqubi A, McGlave C, Higgins ST, Rigotti NA. Financial incentives for smoking abstinence in homeless smokers: A pilot randomized controlled trial. Nicotine Tob Res; 2017. 10.1093/ntr/ntx178. [Epub ahead of print]
    1. Higgins ST, Redner R, White TJ. Contingency Management and The community reinforcement approach. In: Ries RK, Fiellin DA, Miller SC, Saitz R, editors. The ASAM Principles of Addiction Medicine. 5. Philadelphia: Wolters Kluwer; 2014. pp. 877–893.
    1. SRNT Subcommittee on Biochemical Verification Biochemical verification of tobacco use and cessation. Nicotine Tob Res. 2002;4(2):149–159. doi: 10.1080/14622200210123581.
    1. Nelson DB, Partin MR, Fu SS, Joseph AM, An LC. Why assigning ongoing tobacco use is not necessarily a conservative approach to handling missing tobacco cessation outcomes. Nicotine Tob Res. 2009;11(1):77–83. doi: 10.1093/ntr/ntn013.
    1. Hedeker D, Mermelstein RJ, Demirtas H. Analysis of binary outcomes with missing data: missing = smoking, last observation carried forward, and a little multiple imputation. Addiction. 2007;102(10):1564–1573. doi: 10.1111/j.1360-0443.2007.01946.x.
    1. Peretti-Watel P, Constance J. "It's all we got left". Why poor smokers are less sensitive to cigarette price increases. Int J Environ Res Public Health. 2009;6(2):608–621. doi: 10.3390/ijerph6020608.
    1. Schilbach F, Schofield H, Mullainathan S. The Psychological Lives of the Poor. Am Econ Rev Pap Proc. 2016;106(5):435–440.
    1. West R. Time for a change: putting the Transtheoretical (stages of change) model to rest. Addiction. 2005;100(8):1036–1039. doi: 10.1111/j.1360-0443.2005.01139.x.
    1. Guillaumier A, Twyman L, Paul C, Siahpush M, Palazzi K, Bonevski B. Financial stress and smoking within a large sample of socially disadvantaged Australians. Int J Environ Res Public Health. 2017;14(3)
    1. Widome R, Joseph AM, Hammett P, et al. Associations between smoking behaviors and financial stress among low-income smokers. Prev Med Rep. 2015;2:911–915. doi: 10.1016/j.pmedr.2015.10.011.
    1. Baggett TP, Rigotti NA, Campbell EG. Cost of smoking among homeless adults. N Engl J Med. 2016;374(7):697–698. doi: 10.1056/NEJMc1508556.
    1. Kendzor DE, Businelle MS, Costello TJ, et al. Financial strain and smoking cessation among racially/ethnically diverse smokers. Am J Public Health. 2010;100(4):702–706. doi: 10.2105/AJPH.2009.172676.
    1. Siahpush M, Carlin JB. Financial stress, smoking cessation and relapse: results from a prospective study of an Australian national sample. Addiction. 2006;101(1):121–127. doi: 10.1111/j.1360-0443.2005.01292.x.
    1. Siahpush M, Yong HH, Borland R, Reid JL, Hammond D. Smokers with financial stress are more likely to want to quit but less likely to try or succeed: findings from the international tobacco control (ITC) four country survey. Addiction. 2009;104(8):1382–1390. doi: 10.1111/j.1360-0443.2009.02599.x.
    1. Caleyachetty A, Lewis S, McNeill A, Leonardi-Bee J. Struggling to make ends meet: exploring pathways to understand why smokers in financial difficulties are less likely to quit successfully. Eur J Pub Health. 2012;22(Suppl 1):41–48. doi: 10.1093/eurpub/ckr199.
    1. Aloot CB, Vredevoe DL, Brecht ML. Evaluation of high-risk smoking practices used by the homeless. Cancer Nurs. 1993;16(2):123-130. doi: 10.1097/00002820-199304000-00007.
    1. Nguyen MA, Reitzel LR, Kendzor DE, Businelle MS. Perceived cessation treatment effectiveness, medication preferences, and barriers to quitting among light and moderate/heavy homeless smokers. Drug Alcohol Depend. 2015;153:341–345. doi: 10.1016/j.drugalcdep.2015.05.039.

Source: PubMed

3
Tilaa