Hui Liu’s research while affiliated with Purdue University West Lafayette and other places

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Publications (50)


SPOUSAL EDUCATION AND COGNITIVE FUNCTION: EVIDENCE FROM THE ENGLISH LONGITUDINAL STUDY OF AGEING
  • Article

December 2024

Innovation in Aging

Hui Liu

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Juwen Wang

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Wencheng Zhang

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Education is one of the strongest social factors influencing cognitive outcomes. Previous studies have predominantly focused on the impact of one’s own education, with less attention given to the education of one’s spouse. Guided by the “linked lives” perspective, this study examines the association between spousal education and cognitive function among older couples in England. We analyzed data from the English Longitudinal Study of Ageing (ELSA) Waves 7-9, 2014-2019. The sample comprised 7,131 married and cohabiting couples. Cognitive function was assessed using the modified version of the Telephone Interview for Cognitive Status (TICS). Results from the Actor-Partner Interdependence Model (APIM) showed a significant correlation in cognitive trajectories between spouses within dyads. Cross-sectional APIM analysis revealed that higher educational attainment of both spouses was associated with better cognitive function in both themselves and their partners. Longitudinal APIM growth curve analysis suggested that the association between spousal education and cognitive function was mainly driven by correlations at the initial levels, with no significant association observed with the slope of cognitive trajectories over time. We discuss these findings in the context of England and compare them to recent studies conducted in the U.S. and Mexico. Potential explanations for both similarities and differences in findings across studies are explored, shedding light on the nuanced interplay between spousal education and cognitive function.


Predicted Loneliness from Type of Online Engagement with 95% Conference Intervals. Note Predicted values are calculated based on results from Supplemental Table 3, Models 1 to 5, holding race, age, education, and not enough in-person contact at their means
Predicted Loneliness from Type of Online Engagement by Gender with 95% Conference Intervals. Note. Predicted values are based on results from Model 6 of Table 2, holding gender, race, age, education, not enough in-person contact, and other types of online engagement at their means
Online Engagement and Loneliness Among Older Adults During the COVID-19 Pandemic: An Examination of Gender Differences
  • Article
  • Publisher preview available

November 2024

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24 Reads

Population Research and Policy Review

This study aims to investigate various forms of online engagement in relation to feelings of loneliness among older men and women during the COVID-19 pandemic. We explored which types of online engagement were associated with loneliness among older adults, with special attention to potential gender differences. We analyzed data from the 2020 Health and Retirement Study (HRS), including 4,421 respondents aged 50 or older (1,732 men and 2,689 women). Loneliness was measured using the 11-item UCLA Loneliness Scale. Ordinary Least Squares Regression models were estimated to assess the relationship between different types of online engagement and loneliness. More frequent use of all examined online engagement types, including instant messaging, social network sites, other social media, chat apps, and video chat, was associated with lower loneliness levels. Video chat had the strongest association with reduced loneliness, while social network sites had the weakest. Older men tended to report higher levels of loneliness compared to older women during the pandemic. Older women generally reported higher levels of online engagement than older men, although this pattern varied across different online platforms. No gender differences were found in the associations between online engagement and loneliness. This study highlights the potential positive role of online engagement in mitigating loneliness among older adults during the COVID-19 pandemic. Our findings emphasize the importance of developing policies that encourage and support internet access and online engagement initiatives for older adults to combat loneliness.

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Unadjusted predicted probabilities (with 95% confidence intervals) of having a primary care provider by race/ethnicity, sexual orientation, and gender spectrum. Note Het = heterosexual, GL = gay or lesbian, Bi = bisexual. The dotted vertical line refers to the point estimate for heterosexual White individuals
Adjusted predicted probabilities (with 95% confidence intervals) of having a primary care provider by race/ethnicity, sexual orientation, and gender spectrum. Notes Het = heterosexual, GL = gay or lesbian, Bi = bisexual. The dotted vertical line refers to the point estimate for heterosexual White individuals. The estimates of predicted probabilities were adjusted for the effects of age, gender identity, education, income, home ownership, insurance coverage, number of days with poor physical health, number of days with poor mental health, and number of chronic conditions
Unequal Access to Primary Care Providers at the Intersection of Race/Ethnicity, Sexual Orientation, and Gender

Population Research and Policy Review

Ning Hsieh

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Deirdre Shires

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Hui Liu

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[...]

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Kryssia J. Campos

Not all U.S. populations have equal access to a primary care provider (PCP). This study presents one of the first population-based evidence of inequities in access to PCPs at the intersection of race/ethnicity, sexual orientation, and gender. We analyzed pooled data from the Behavioral Risk Factor Surveillance System from 2016 to 2021 across 42 states and 1 territory in the United States. The final sample encompassed 1,142,344 respondents aged 18 and older. Logistic regression models, stratified by gender spectrum, were estimated to compare predicted probabilities of having a PCP across 20 sexual and racial/ethnic identity groups. Among those on the feminine spectrum, most sexual minorities of color exhibited lower rates of having a PCP compared to heterosexual White individuals. Even when sociodemographic and health factors were accounted for, PCP access disadvantages remained significant in some groups of Native and Hispanic sexual minorities. Among sexual minorities of color on the masculine spectrum, inequities were less prominent, and sociodemographic and health factors nearly explained all their disadvantages. Sexual orientation, gender, and race/ethnicity intersect to shape the access to PCPs. Future research, policy designs, and clinical practices should adopt an intersectional approach to achieve a better understanding of healthcare inequities and to reduce inequities.


Effects of Perceived Discrimination and Relationship Quality on Risk of Incident Dementia (Relative Risk Ratios/RRR)
Perceived discrimination and incident dementia among older adults in the U.S.: The buffering role of social relationships

April 2024

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17 Reads

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2 Citations

The Journals of Gerontology Series B Psychological Sciences and Social Sciences

Objectives Recent studies have found that perceived discrimination as a chronic stressor predicts poorer cognitive health. However, little research has investigated how social relationships as potential intervening mechanisms may mitigate or exacerbate this association. Using a nationally representative sample of U.S. older adults, this study examined how the existence and quality of four types of relationships—with a partner, children, other family members, and friends—may modify the impact of perceived discrimination on incident dementia. Methods We analyzed data from the 2006–2016 Health and Retirement Study (N=12,236) using discrete-time event history models with competing risks. We used perceived discrimination, social relationships, and their interactions at the baseline to predict the risk of incident dementia in the follow-ups. Results Perceived discrimination predicted a higher risk of incident dementia in the follow-ups. Although having a partner or not did not modify this association, partnership support attenuated the negative effects of discrimination on incident dementia. Neither the existence nor quality of relationships with children, other family members, or friends modified the association. Discussion Our findings imply that intimate partnership plays a critical role in coping with discrimination and, consequently, influencing the cognitive health of older adults. While perceived discrimination is a significant risk factor for the incidence of dementia, better partnership quality may attenuate this association. Policies that eliminate discrimination and interventions that strengthen intimate partnership may facilitate better cognitive health in late life.


Gender Differences in the Protective Role of Grandparenting in Dementia Risk

March 2024

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42 Reads

The Journals of Gerontology Series B Psychological Sciences and Social Sciences

Objectives This study provides one of the first national longitudinal studies of the association between caring for grandchildren (i.e., grandparenting) and the risk of dementia in the U.S., with a focus on gender-specific variations. Method We estimated discrete-time event history models, drawing upon data from the Health and Retirement Study (2000-2016). The analytic sample included 10,217 community-dwelling White and Black grandparents aged 52 years and older at baseline. Results Noncoresident grandparenting was associated with a lower risk of dementia for both women and men compared to grandparents who did not take care of grandchildren. However, the cognitive advantage showed different patterns based on gender and the combination of care intensity and family structure. Grandmothers had a lower risk of dementia than noncaregiving grandmothers when providing a light level of noncoresident grandparenting, while grandfathers who provided intensive noncoresident grandparenting had a reduced risk of dementia compared to their noncaregiving counterparts. Grandparenting experiences within multigenerational households and skipped-generation households were not associated with dementia risk. Discussion Intergenerational caregiving plays a pivotal role in shaping cognitive health during later life; however, the impact is nuanced, depending on factors such as gender, care intensity and family structure.




Marital Status and Happiness During the COVID-19 Pandemic

November 2023

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7 Reads

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4 Citations

Journal of Marriage and Family

Objective This study examines the long‐observed marital advantage in happiness during the COVID‐19 pandemic. Background The COVID‐19 pandemic may have altered the marital advantage in happiness due to changes in social integration processes. However, this has not been explored in previous studies. Method Data were from the COVID‐19 substudy of the National Social Life, Health, and Aging Project ( N = 2622). A series of regressions were estimated to understand marital status differences in pandemic happiness and changes in relationships with nonresident family and friends. Karlson–Holm–Breen mediation analysis was conducted to examine whether relationships with nonresident family and friends explained the marital association with pandemic happiness. Results From pre‐pandemic to pandemic, married respondents experienced a greater increase in unhappiness than unmarried counterparts, narrowing happiness gaps. However, unmarried individuals, including cohabiting, divorced, widowed, and never married individuals, continued to report higher levels of unhappiness during the pandemic than married peers. These differences primarily stemmed from pre‐pandemic happiness. After controlling for pre‐pandemic happiness, cohabiting, widowed, and never married older adults did not significantly differ from their married counterparts in reporting unhappiness during the pandemic. In contrast, divorced individuals remained consistently more unhappy than married individuals during the pandemic, mainly due to deteriorated relationship quality with nonresident family. Conclusion During a global crisis, it is crucial for policymakers, healthcare providers, and researchers to develop innovative interventions to promote happiness and healthy aging among all older adults, paying special attention to those who are divorced.


Marital Status Differences in Loneliness Among Older Americans During the COVID-19 Pandemic

August 2023

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35 Reads

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5 Citations

Population Research and Policy Review

Guided by the social integration perspective, we conducted one of the first population-based studies on marital status differences in loneliness during the COVID-19 pandemic among older Americans. Analysis of data from the 2020 National Health and Aging Trends Study COVID-19 supplement (n = 2861) suggested that, compared to their married counterparts, divorced and widowed older adults reported higher levels of loneliness during the pandemic, and divorced older adults also felt lonely more often when compared to before the pandemic. These marital status differences in pandemic loneliness cannot be explained by changes in social participation (e.g., working for pay, volunteering, attending religious services, or attending clubs, classes, or other organized activities) or changes in contact frequency with family and friends (via phone calls, emails/texts/social media messages, video calls, or in-person visits). No gender difference was found in the association between marital status and loneliness during the pandemic. These results, coupled with the growth of the unmarried older population, highlight that policymakers, health care providers, and researchers should think creatively about ways to reduce the loneliness gap between married and unmarried groups to promote healthy aging for all older adults, particularly in the face of emerging pandemics that may complicate strategies to improve population health in the future.


Race/Ethnicity, Nativity, and Gender Disparities in Unmet Care Needs Among Older Adults in the United States

July 2023

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32 Reads

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4 Citations

The Gerontologist

Background and objectives: Although disparities in disability and the unequal distribution of care resources are widely discussed in the literature, there has been less research on disparities in experiencing unmet care needs among older adults. This study aims to investigate how unmet care needs are unevenly distributed across social groups with various intersecting identities, such as race/ethnicity, nativity, and gender, while considering their care needs and care networks, drawing on the conceptual framework of the pathway to unmet needs. Research design and methods: The data for this study came from the National Health and Aging Trends Study (NHATS, 2011-2018), and the study sample consisted of 7,061 Medicare beneficiaries who needed assistance with daily activities. Questions about unmet care needs were in the form of consequences related to difficulty or lack of help with daily activities. Mixed-effects negative binomial regression models were used to predict rates of unmet needs. Results: Older adults of color, especially women, experienced higher rates of unmet care needs compared to their White and male counterparts. Although Black-White and gender differences in unmet needs were mostly explained by unequal exposures to care needs and differential care networks, Hispanic women and foreign-born Hispanic men were still at a disadvantage even after adjusting for these covariates. Discussion and implications: These results emphasize the importance of adopting an intersectional approach to enhance the quality of long-term services and support for older adults facing social disadvantages.


Citations (39)


... Underlying causes of these disparities remain poorly understood but are likely due to multifactorial and multilevel factors that occur over the life-course. For example, differences in cognitive performance and dementia risk in AA may in part be caused by racial disparities in education (amount and quality) [52,53], availability of material and social resources [54], access to favorable food and physical activity environments [55], exposure to discrimination [56], and neurotoxicants [57,58]. A previous study in Atherosclerosis Risk in Communities (ARIC) found that reducing hypertension, obesity, and physical inactivity through targeted interventions could significantly lower dementia rates among Black individuals, particularly by addressing structural barriers to health [59]. ...

Reference:

Neighborhood environment associations with cognitive function and structural brain measures in older African Americans
Perceived discrimination and incident dementia among older adults in the U.S.: The buffering role of social relationships

The Journals of Gerontology Series B Psychological Sciences and Social Sciences

... Third, education level has a lifelong impact on individuals' cognitive abilities and learning capabilities [66]. Individuals with higher education levels generally maintain better cognitive abilities later in life [67] and can adapt more quickly to new technologies, thereby benefiting more effectively from the health impacts of digital technology. Fourth, there is a strong positive correlation between income and health, and individuals with lower income levels often face poorer health conditions [68,69]. ...

A national longitudinal dyadic analysis of spousal education and cognitive decline in the United States
  • Citing Article
  • February 2024

Social Science & Medicine

... Marriage is one of the social factors that has gained considerable attention across the disciplines in well-being studies. While some scholars value marriage as a means for happiness [1], others believe marriage undermines happiness and life satisfaction [2,3]. As sociologists acknowledge the significance of marriage, they are concerned about what undermines the happiness of couples in marriage. ...

Marital Status and Happiness During the COVID-19 Pandemic
  • Citing Article
  • November 2023

Journal of Marriage and Family

... Our results support H3. Previous research conducted by Liu et al. (2023) and indicates that being divorced or widowed in later life is a risk factor for elevated loneliness, and unmarried individuals reported higher levels of unhappiness during the pandemic. Moreover, cultural norms and societal expectations surrounding marriage and family dynamics may influence the perceived adequacy of social support among unmarried individuals. ...

Marital Status Differences in Loneliness Among Older Americans During the COVID-19 Pandemic

Population Research and Policy Review

... The older Latino population in the United States continues to grow and is expected to constitute 21% of the older adult population by 2060 (Administration for Community Living, 2020). Compared to other racial/ethnic groups, older Latinos in the United States face many health care disparities including higher rates of unmet care needs (Lin & Liu, 2023). An area that requires further advancement in Latino older adult health care is Alzheimer's disease and related dementia (ADRD) family caregiving. ...

Race/Ethnicity, Nativity, and Gender Disparities in Unmet Care Needs Among Older Adults in the United States
  • Citing Article
  • July 2023

The Gerontologist

... Married participants were more likely to be vaccinated. Couples have been reported to be less vulnerable as well and demonstrated an improved COVID-19 vaccine uptake when compared to divorced and separated participants [39]. The study, however, was performed among participants of an older age group. ...

A National Study of Marital Status Differences in Early Uptake of COVID-19 Vaccine among Older Americans

Geriatrics

... The NHIS has been identified as the best single survey for monitoring the epidemiology of chronic pain in the United States. 34 National Health Interview Survey data have been used to estimate the prevalence of chronic pain, 27,66,107 highlight disparities in chronic pain, 4,5,83,[104][105][106] and understand pain treatment strategies used by the general population. 5,67 National Health Interview Survey data are also routinely used to assess national patterns of mental health and mental health treatment use, 21,23,43,58,90,102 including examination of mental health treatment use disparities associated with racial and ethnic status, 8,19,91 sex/gender, 13,58 age, 90,99 sexual orientation, 22,42 rurality, 68 and cancer survivorship. ...

Chronic pain among U.S. sexual minority adults who identify as gay, lesbian, bisexual, or "something else"

Pain

... To our knowledge, this study provides the first evidence of a neurobiological mediator between marital dissolution (through either widowhood or divorce) and cognitive performance. This adds to other possible mediators of this relationship identified in the literature including mental and physical health,39 number of children, 40 social integration, and financial resources.41 This study also highlights the importance of stressful marital transitions as a risk factor for cognitive decline and potentially AD. ...

Widowhood and cognition among older women in India: New insights on widowhood duration and mediators

SSM - Population Health

... Various social participation activities may have distinct associations with health outcomes. For example, a longitudinal study conducted during the COVID-19 pandemic examined the relationship between changes in social participation and depression and found that ceasing participation in religious activities was associated with decreased depression, while stopping work predicted a higher risk of depression (Copeland et al., 2023). However, few studies have conducted a rigorous synthesis of the associations between different social participation activities and health outcomes, particularly regarding the unclear relationship between such activities and mental health. ...

Social participation and self-reported depression during the COVID-19 pandemic among older adults
  • Citing Article
  • September 2022

Aging and Mental Health

... Gerade mit Blick auf die Lebenslaufwirkung von Sozialpolitik kann eine Veränderung von Netzwerkgröße und -zusammensetzung als Ursache und Folge von Maßnahmen im Zeit-verlauf betrachtet werden, weil persönliche Netzwerke sowohl Information als auch Unterstützung bereitstellen. Copeland und Liu (2023) analysierten beispielsweise Paneldaten vom National Social Life, Health, and Aging Project, um vorherzusagen, wie präpandemische persönliche Netzwerke Unterstützung während der Covid-19-Pandemie für ältere Erwachsene beeinflussen. Die Ergebnisse sind instruktiv für Maßnahmen, die soziale Unterstützung stärken, oder für die Identifikation vulnerabler Gruppen, die besonders unter fehlender Unterstützung leiden. ...

Who Gets Help? A National Longitudinal Study of Personal Networks and Pandemic Support Among Older Adults
  • Citing Article
  • August 2022

The Journals of Gerontology Series B Psychological Sciences and Social Sciences