The Association Between Education and Basic Needs Insecurity for Marshallese During the COVID-19 Pandemic
Journal of Racial and Ethnic Health Disparities
https://doi.org/10.1007/s40615-021-01125-1
The Association Between Education and Basic Needs Insecurity
for Marshallese During the COVID‑19 Pandemic
Jennifer A. Andersen1
· Don E. Willis1 · Joseph R. Malhis1 · Christopher R. Long1 · Pearl A. McElfish1
Received: 7 June 2021 / Revised: 29 July 2021 / Accepted: 29 July 2021
© W. Montague Cobb-NMA Health Institute 2021
Abstract
Background The purpose of this study was to explore the prevalence of basic needs insecurity and to examine the association
between education and basic needs insecurity during the COVID-19 pandemic for Marshallese living in the USA.
Methods Survey data describing Marshallese experiences during the pandemic were analyzed using descriptive statistics
and complementary log–log regression to test the association between education and basic needs insecurity.
Results Marshallese respondents reported no usual source of care (46%), less healthcare (22.3%), and difficulty obtaining
medication (34.8%). Nearly 80% reported being food insecure, and 47.5% reported being housing insecure. Marshallese with
a high school education or less had higher odds of reporting being food and housing insecure.
Discussion Basic needs insecurities are a serious threat to the health of Marshallese during the pandemic. Results from
this study can inform interventions addressing food and housing insecurity, access to healthcare, and medication access for
Marshallese communities.
Keywords Marshallese · Basic needs · COVID-19 · Education · Food and housing insecurity
Background
The first cases of COVID-19 were diagnosed in the USA
in early 2020 [1]. The subsequent pandemic disproportionally burdened racial and ethnic minority groups in the
USA. For example, in Benton and Washington Counties in
Arkansas, home to the largest population of Marshallese in
the continental USA, Marshallese people represent approximately 2.5% of the total population but made up 19% of
the COVID-19 cases [2]. Between March and June of 2020,
9% of COVID-19-positive Marshallese in these Arkansas
counties was hospitalized for COVID-related complications compared to just 1% of all COVID-19-positive cases
nationally. Marshallese accounted for 38% of COVID-19
deaths in Benton and Washington counties during that same
period [2]. Marshallese living in other states in the USA
were equally hard hit by COVID-19 [3]. For example, Marshallese in Spokane County, Washington account for 1% of
* Pearl A. McElfish
1
College of Medicine, University of Arkansas for Medical
Sciences Northwest, 1125 N. College Avenue, Fayetteville,
AR 72703, USA
the county’s population but represent a third of the county’s
COVID-19 cases [4].
Fundamental cause theory posits that socioeconomic status (SES) is a fundamental cause of health disparities [5].
SES represents access to a number of resources, including
money, knowledge, prestige, power, and advantageous social
connections that work to protect health regardless of the historical context [5]. Education is an important component of
SES for which health gradients have been observed [5, 6].
Education is considered a fundamental cause in part because
credentials provide opportunities to secure higher-status
occupations which, in turn, provide advantages both in terms
of access to more resources as well as less involvement in
conditions which might expose someone to hazards [6].
Prior to the pandemic, Marshallese people experienced
widespread social and health disparities [7, 8]. Limited
access to healthcare, food insecurity, and housing insecurity are all associated with a wide range of negative health
outcomes including asthma, diabetes, poor self-rated
health, overweight/obesity, and poor mental health [9, 10].
Although much has been written about healthcare disparities and growing food insecurity across the USA since the
pandemic began [11], no research to date has explored the
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Journal of Racial and Ethnic Health Disparities
social and health disparities among Marshallese during this
unique economic and public health crisis.
Following calls to view COVID-19 as a syndemic—a
set of interconnected and interacting health problems that
co-contribute to excess disease in a population [12, 13]—
we explore the prevalence of basic needs insecurity among
an understudied population of Marshallese living in the
continental USA and Hawaii and examine the association
between education and healthcare access, food insecurity,
and housing insecurity.
Methods
Participants and Data Collection
Community-based recruitment was completed via e-mail,
Facebook, and phone calls from Marshallese community
health workers. Inclusion criteria specified participants be
self-reported Marshallese living in the continental USA and
Hawaii and at least 18 years of age. Recruitment took place
from July 27, 2020, to November 22, 2020. All study information was provided in English and Marshallese. Consent
and survey data were documented in Research Electronic
Data Capture (REDCap), a web-based software designed for
research and data collection and management. The survey
utilized a Completely Automated Public Turing test to tell
Computers and Humans Apart (CAPTCHA) feature to prevent fraudulent responses. Participants received a $20 gift
card if they completed the survey.
Measures
Questions from the Behavioral Risk Factor Surveillance System captured demographic information [14]. Questions from
the PhenX toolkit were used to ask other COVID-19 questions [15]. Variables of interest were dichotomized (yes/no)
and included the following: (1) had a regular source of care;
(2) obtained less healthcare during COVID-19; (3) difficulty
obtaining needed medications during COVID-19; (4) food
insecurity during COVID-19; and (5) housing insecurity
during COVID-19. Housing instability was defined as selfreported difficulty in paying rent, mortgage, or utility bills
in the past year. Food insecurity was defined by an affirmative response to either of two questions asking if, during the
COVID-19 pandemic, the respondent (1) worried that their
food would run out before they had money to buy more or
(2) the food that the respondent bought did not last and they
did not have the money to buy more. The main independent
variable of interest, education, was a categorical variable of
high school or less, some college or a technical degree, and
a bachelor’s degree or higher. Dichotomous variables for
sex (male/female), time in the USA (< 10 years/10 years or
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more), and English proficiency (proficient/not proficient), as
well as a continuous variable for age, were used to control
for differences in demographic characteristics and level of
acculturation.
Analysis
Descriptive statistics were calculated to characterize the
sample and responses to survey questions, with means
and standard deviations for continuous variables and the
frequency and percentages for categorical variables. Complementary log–log regression w (...truncated)