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Addictive Behaviors
journal homepage: www.elsevier.com/locate/addictbeh
Spatial and sociodemographic correlates of gambling participation and
disorder among female Filipino migrant workers in Macao, People's
Republic of China
Grace Yi
a,b
, Lei Huang
a
, Agnes I.F. Lam
c,d
, Carl Latkin
e
, Brian J. Hall
a,e,
⁎
a
Global and Community Mental Health Research Group, Faculty of Social Sciences, University of Macau, Macao (SAR), People's Republic of China
b
Population Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
c
Centre for Macau Studies, University of Macau, Macao (SAR), People's Republic of China
d
Department of Communication, University of Macau, Macao (SAR), People's Republic of China
e
Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
HIGHLIGHTS
•
Household spatial proximity to casinos was associated with gambling disorder.
•
Proximity was only associated with gambling among migrants not living with employers.
•
Gambling disorder was associated with debt adversity and lower perceived social support.
•
Migrant workers were nearly two times higher prevalence of gambling compared to locals.
ARTICLE INFO
Keywords:
Gambling disorder
Spatial proximity
Migrant workers
Psychosocial factors
ABSTRACT
Background and aims: Correlates and risk factors for gambling disorder among vulnerable or transient popula-
tions such as transnational migrant workers are unknown. The current study examined sociodemographic and
spatial correlates of gambling disorder among female Filipino domestic workers in Macao (SAR), China.
Design: Survey-based, respondent-driven sampling study administered from November 2016 to August 2017.
Setting: Macao (SAR), which encompassed 38 casinos within its 30.4 km
2
area at the time of this study.
Participants: Representative sample of N = 1194 female Filipino domestic workers in Macao.
Measurements: Symptoms of gambling disorder based on Diagnostic and Statistical Manual of Mental Disorders,
Fifth Edition (DSM-5). Correlates evaluated included sociodemographic information, proximity to venues, per-
ceived social support, and symptoms of depression and anxiety.
Findings: Prevalence of gambling disorder was 5.1%. Multivariable regression analyses indicated that likelihood
of gambling participation (i.e., ever gambling) was associated with current indebtedness (RR = 1.56,
95%CI = 1.08–2.25, p=.017) and worse self-reported health (RR = 1.31, 95%CI = 1.04–1.65, p= .02).
Increased symptoms of gambling disorder were independently associated with lower perceived social support
(RR = 0.92, 95%CI = 0.87–0.98, p=.006), increased dependents relying upon monthly remittances
(RR = 1.10, 95%CI = 1.06–1.16, p < .001), increased depression severity (RR = 1.16, 95%CI = 1.07–1.25,
p<.001), decreased salary quintile (RR = 0.97, 95%CI = 0.94–1.00, p= .04), and proximity to the nearest
Mocha Club gaming venues (RR = 1.04, 95%CI = 1.02–1.07,p = .005). The association between proximity to
casinos and increased symptoms of gambling disorder was significant only for domestic workers living apart
from employers (RR = 1.07, 95%CI = 1.00–1.14,p= .04).
Conclusions: Increased spatial proximity to gambling venues and greater financial and psychosocial burdens are
associated with gambling disorder among domestic workers in Macao.
https://doi.org/10.1016/j.addbeh.2019.05.021
Received 21 December 2018; Received in revised form 18 April 2019; Accepted 20 May 2019
⁎
Corresponding author at: Global and Community Mental Health Research Group, Faculty of Social Sciences, University of Macau, E21-3040, Avenida da
Universidade, Taipa, Macao (SAR), People's Republic of China.
E-mail address: brianhall@um.edu.mo (B.J. Hall).
Addictive Behaviors 97 (2019) 49–55
Available online 22 May 2019
0306-4603/ © 2019 Elsevier Ltd. All rights reserved.
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