The Association Between Body Mass Index and Anxious Arousal, Depressive, and Insomnia Symptoms Among World Trade Center Responders
Health Behavior Research
Volume 5
Number 1
Article 3
February 2022
The Association Between Body Mass Index and Anxious
Arousal, Depressive, and Insomnia Symptoms Among World
Trade Center Responders
Brooke Y. Kauffman
University of Houston,
Roman Kotov
Stony Brook University
Lorra Garey
University of Houston
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Recommended Citation
Kauffman, Brooke Y.; Kotov, Roman; Garey, Lorra; Ruggero, Camilo J.; Luft, Benjamin J.; and Zvolensky,
Michael J. (2022) "The Association Between Body Mass Index and Anxious Arousal, Depressive, and
Insomnia Symptoms Among World Trade Center Responders," Health Behavior Research: Vol. 5: No. 1.
https://doi.org/10.4148/2572-1836.1107
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The Association Between Body Mass Index and Anxious Arousal, Depressive, and
Insomnia Symptoms Among World Trade Center Responders
Abstract
Elevations in body mass index (BMI) among World Trade Center (WTC) responders may be associated
with poor mental health outcomes. The current study examined the association of BMI with anxious
arousal, depressive, and insomnia symptoms among this group. Participants were 412 WTC responders
(89.4% male, Mage = 55.3 years, SD = 8.66) who completed health monitoring assessments (self-report
and objective) as part of the Long Island site of the WTC Health Program (LI-WTC-HP). Results suggested
BMI was statistically significant only in relation to anxious arousal (sr2 = .02, p = .008), after accounting
for age and sex. The current study suggests that weight management programs may aid in promoting
additional benefits for WTC responders by reducing anxious arousal symptoms as a function of reduced
BMI.
Keywords
World Trade Center, Body Mass Index, Mental Health
Acknowledgements/Disclaimers/Disclosures
This work was supported by a pre-doctoral National Research Service Award awarded from the National
Institute on Drug Abuse to Ms. Brooke Kauffman (F31-DA046127). The authors have no conflict of
interest to declare, financial or otherwise.
Authors
Brooke Y. Kauffman, Roman Kotov, Lorra Garey, Camilo J. Ruggero, Benjamin J. Luft, and Michael J.
Zvolensky
This research article is available in Health Behavior Research: https://newprairiepress.org/hbr/vol5/iss1/3
Kauffman et al.: BMI AND MENTAL HEALTH AMONG WTC RESPONDERS
The Association Between Body Mass Index and Anxious Arousal, Depressive, and
Insomnia Symptoms Among World Trade Center Responders
Brooke Y. Kauffman, PhD
Roman Kotov, PhD
Lorra Garey, PhD
Camilo J. Ruggero, PhD
Benjamin J. Luft, MD
Michael J. Zvolensky, PhD*
Abstract
Elevations in body mass index (BMI) among World Trade Center (WTC) responders may be
associated with poor mental health outcomes. The current study examined the association of BMI
with anxious arousal, depressive, and insomnia symptoms among this group. Participants were
412 WTC responders (89.4% male, Mage = 55.3 years, SD = 8.66) who completed health
monitoring assessments (self-report and objective) as part of the Long Island site of the WTC
Health Program (LI-WTC-HP). Results suggested BMI was statistically significant only in relation
to anxious arousal (sr2 = .02, p = .008), after accounting for age and sex. The current study suggests
that weight management programs may aid in promoting additional benefits for WTC responders
by reducing anxious arousal symptoms as a function of reduced BMI.
*Corresponding author can be reached at:
Obesity rates continue to rise in the United
States, with an estimated 42.4% of the adult
population considered obese (Hales et al.,
2020). Obesity rates among World Trade
Center (WTC) responders (i.e., individuals
who assisted with rescue, recovery, and/or
clean-up efforts in response to the
09/11/2001 terrorists attacks on the WTC)
are equally as high with cohort sample
estimates as high as 42% (Aldrich et al.,
2010; Icitovic et al., 2016; Skloot et al., 2009;
Webber et al., 2011). Higher body mass
index (a measure of overweight and obesity;
[BMI]; USDHHS, 2020) among WTC
responders may be due to a number of
factors, including posttraumatic stress
disorder (PTSD; Luft et al., 2012), low
exercise frequency (Napier et al., 2017), and
comorbid chronic diseases (Napier et al.,
2017).
Elevations in BMI have been found to be
associated with a number of psychiatric
Published by New Prairie Press, 2022
symptoms and disorders in past work (Avila
et al., 2015). For example, research has found
increasing gradations of BMI to be related to
poor mental health outcomes (e.g., sleep
quality, depression; Bjerkeset et al., 2008;
Tepe et al., 2017). Among WTC responders,
extant work, albeit limited, has examined the
influence of BMI on adverse health outcomes
(e.g., gastroesophageal reflux disease;
Icitovic et al., 2016); however, relatively
little is known about the impact it may have
on anxious arousal, depressive, and insomnia
symptoms among this population. This gap is
unfortunate as mental health concerns are
prevalent among WTC responders (Lucchini
et al., 2012; CDC, 2021; Stellman et al.,
2008), with factors such as long work shifts,
fears related to safety, and exposure to human
remains thought to contribute to such
psychological distress (Bills et al., 2008).
However, understanding additional factors
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Health Behavior Research, Vol. 5, No. 1 [2022], Art. 3
that may maintain or contribute to psychiatric
distress is warranted.
Among WTC responders, higher levels of
BMI may be associated with greater mental
health and sleep disturbance symptoms, such
as anxious arousal, depressive, and insomnia
symptoms. For example, higher levels of
BMI may be associated with pathophysiological alterations (e.g., adipokines,
inflammation) which, in turn, may contribute
to poor mental health and insomnia (Taylor
& MacQueen, 2010). Moreover, individuals
with higher levels of BMI may experience
weight-related stigma resulting in maladaptive coping strategies (e.g., avoidance,
behavioral withdrawal, self-criticism; Myers
& Rosen, 1999) and subsequent mental
health symptoms and sleep disturbance
(Emmer et al., 2019). Yet, to our knowledge,
no study has examined the relations between
BMI and anxious arousal, depressive, and
insomnia symptoms among WTC responders
to determine if these relations are present
within this population.
The current study sought to examine the
association between BMI and anxious
arousal, depressive, and insomnia symptoms
among WTC responders. It was hypothesized
that higher levels of BMI would be associated
with greater anxious arousal, depressive, and
insomnia symptoms among a sample of WTC
re (...truncated)