Publications

Abstract

BACKGROUND: New graduate nurses experience difficulty in adapting to a new environment, which affects intent to leave. However, data on the factors contributing to difficulty in adapting and intent to leave among new graduate nurses are insufficient.PURPOSE: The aim of the study was to explore and compare factors associated with difficulty in adapting and the intent to leave among new graduate nurses in South Korea.METHODOLOGY: This cross-sectional study used secondary data analysis. Primary data were obtained from the 2015-2016 Korean National Graduates Occupational Mobility Survey. Descriptive statistics, independent t tests, and chi-square statistics with weighted samples besides multivariate logistic regression analyses were conducted (N = 467).RESULTS: Roughly 46% of nurses reported difficulty adapting, and 16% expressed their intent to leave. The factors linked to difficulty in adapting were working at large hospitals with rotating shifts, low person-job fit, and low satisfaction with personal competency; intent to leave was associated with high monthly salary and low satisfaction with the workplace (all ps < .05). Difficulty in adapting did not equate to their intent to leave.CONCLUSIONS: There were high rates of difficulty in adapting and intent to leave among new graduate nurses. Although different factors were associated with difficulty adapting and intent to leave, workplace condition is a common factor.PRACTICE IMPLICATIONS: Different strategies are needed to improve adaptation and intention of leaving among new graduate nurses. For better adaptation, developing training programs enhancing professional competency with a sufficient training period is required. In addition, providing staff and resources to reduce the intent to leave is crucial.

Abstract

Background: Vaginal Lactobacillus is considered protective of some adverse reproductive health outcomes, including preterm birth. However, factors that increase or decrease the likelihood of harboring Lactobacillus in the vaginal microbiome remain largely unknown. In this study, we sought to identify risk and protective factors associated with vaginal Lactobacillus predominance within a cohort of pregnant African American women. Materials and Methods: Vaginal microbiome samples were self-collected by African American women (N = 436) during their 8-14th week of pregnancy. Sociodemographic information and measures of health behaviors, including substance use, antibiotic exposure, sexual practices, frequency of vaginal intercourse, and the use of vaginal products, were collected through participant self-report. The V3-V4 region of the 16S rRNA gene was targeted for amplification and sequencing using Illumina HiSeq, with bacterial taxonomy assigned using the PECAN classifier. Univariate and a series of multivariate logistic regression models identified factors predictive of diverse vaginal microbiota or Lactobacillus predominance. Results: Participants who used marijuana in the past 30 days (aOR 1.80, 95% CI 1.08-2.98) were more likely to have diverse non-Lactobacillus-predominant vaginal microbiota, as were women not living with their partners (aOR 1.90, 95% CI 1.20-3.01). Cohabitating or marijuana usage were not associated with type of Lactobacillus (non-iners Lactobacillus vs. Lactobacillus iners) predominance (aOR 1.11, 95% CI 0.52-2.38 and aOR 0.56, 95% CI 0.21-1.47, respectively). Conclusions: Living with a partner is conducive to vaginal Lactobacillus predominance. As such, cohabitation may be in important covariate to consider in vaginal microbiome studies.

Abstract

Objectives: Acculturation to the mainstream culture and the settlement contexts could shape cognitive function of older immigrants. Guided by ecological theory, this study examines the interaction effect between individual acculturation and ecology of family on cognitive function among older Chinese Americans. Methods: Data were derived from the Population Study of Chinese Elderly in Chicago (n = 3,019). Family types included tight-knit (high solidarity and low conflicts), unobligated-ambivalent (high solidarity and conflicts), commanding-conflicted (low solidarity and high conflicts), and detached (low solidarity and low conflicts). Acculturation was measured via language ability, media use, and ethnic social relations. Cognitive function was evaluated by global cognition, episodic memory, working memory, processing speed, and mini-mental state examination. Multiple regression analyses and interaction terms were used. Results: Older adults in the commanding-conflicted type had the lowest cognitive function. After controlling confounding variables, higher levels of acculturation (b = 0.009, SE = 0.003, p <.01) were associated with higher levels of global cognition. Acculturation buffered the negative impact of having a commanding-conflicted relationship with children on global cognition (b = 0.070, SE = 0.016, p <.001). Language ability, media use, and ethnic social relations played a unique role in the relationships between family types and cognitive domains. Conclusion: Acculturation to the dominant culture is identified as a cultural asset for cognitive function in older Chinese Americans. Social services could protect cognitive function of older immigrants in the commanding-conflicted type through enhancing cultural participation. Future research could test how affective and cognitive aspects of acculturation affect health.

Abstract

Background and Objectives: Many investigators of Alzheimer's disease and related dementias (AD/ADRD) are unfamiliar with the embedded pragmatic clinical trials (ePCTs) and the indispensable pilot phase preceding ePCTs. This paper provides a much-needed example for such a pilot phase and discusses implementation barriers and additional infrastructure and implementation strategies developed in preparation for a nationwide AD/ADRD ePCT. Research Design and Methods: Two pilot trials were conducted in 2 hospices sequentially to refine and test Aliviado Dementia Care - Hospice Edition, a complex quality improvement intervention for advanced dementia symptom management. Readiness for the subsequent full-scale ePCT was assessed by three milestones: ≥80% training completion rate ("feasibility"), ≥80% posttraining survey respondents indicating intention for practice changes ("applicability"), and at least 1 Aliviado care plan/assessment instrument administered in ≥75% of dementia patients admitted to home hospice within 1-month posttraining ("fidelity"). Results: Participants included 72 interdisciplinary team members and 11 patients with AD/ADRD across the pilots. Feasibility, applicability, and fidelity outcomes (92%, 93%, and 100%, respectively) all surpassed the preestablished milestones (80%, 80%, and 75%). Main implementation challenges were related to hospice staff turnover, integration of the Aliviado toolbox materials within the electronic health records, and hospices' limited research experience and infrastructure. Discussion and Implications: This pilot phase demonstrated feasibility, applicability, and fidelity required to proceed to the full-scale ePCT. Our study findings and discussions of additional infrastructure and implementation strategies developed following the pilot phase can inform researchers and clinicians interested in conducting AD/ADRD-related pilot studies for ePTCs or quality improvement initiatives. Clinical Trials Registration Number: NCT03681119.

Abstract

Objective: To explore associations between food insecurity, health behaviors, and academic performance among undergraduates at a private, urban US university. Methods: A cross-sectional web-based survey was conducted among a convenience sample of New York University undergraduates. Multivariable logistic regression estimated associations of food security (using the 6-item US Household Food Security Survey Module) and health behaviors (fruit/vegetable, beverage and alcohol intakes, and sleep), self-rated health, and academic performance. Results: Of the 257 students who completed the survey, 41% reported food insecurity. Food insecurity was associated with approximately 2-fold higher odds of sugar-sweetened beverage consumption (adjusted odds ratio, 1.97; 95% confidence interval, 1.14–3.41) and fair/poor health (adjusted odds ratio, 2.29; 95% confidence interval, 1.23–4.25). Conclusions and Implications: Increased awareness of food insecurity and associated health behaviors among students has implications for higher education's provision of on-campus food support programs.

Abstract

During the coronavirus disease 2019 (COVID-19) pandemic, home health aides (HHAs) provided daily medical and personal care to community-dwelling older adults and those with chronic conditions. Prior qualitative studies have found that providing care during COVID-19 left HHAs susceptible to physical, financial, and emotional risks. However, limited quantitative data exist The objective of this study was to assess the impact of COVID-19 on HHAs and to understand the challenges and opportunities for current and future pandemic planning. A cross-sectional survey of 256 HHAs in the downstate New York region was conducted by telephone in English, French Creole, Chine, Spanish, and Russian between August and November 2020. The survey found that HHAs experienced a variety of physical, financial, and emotional challenges during COVID-19. To better support this work force, action by public health officials and policymakers is warranted, particularly with respect to workplace protections and safety, mental health, compensation, and access to basic resources.

Abstract

Objective: Little is known about sexual minority (SM) older adults’ activities of daily living (ADL) and instrumental activities of daily living (IADL) limitations and their subsequent access to long-term services and supports (LTSS). Methods: We analyzed cross-sectional data from the 2016 Health and Retirement Study limited to individuals ≥50 years old. Bivariate analyses were performed to examine 1) sexual identity differences in the prevalence of ADL/IADL limitations and 2) associations of sexual identity with having ADL/IADL limitations and having access to help with ADL/IADL limitations. Results: Our sample consisted of 3833 older adults, 6% (n = 213) were SM. Compared to heterosexual participants, bisexual older adults had greater reports of ADL/IADL limitations (20.9% vs. 35.9%, p = 0.013). Among those who reported having ADL/IADL limitations (n = 803), there were no sexual identity differences in accessing help for ADL/IADL limitations (p =.901). Discussion: Our findings contribute to the limited research on LTSS access among SM older adults.

Abstract

Increasing evidence has shown that an active, socially engaged lifestyle in leisure time might protect older adults against the decline of cognitive function. It remains unclear, however, which types of leisure activities are more beneficial to maintain cognitive function, and whether there are gender differences in the association between leisure activities and cognitive function. We used a two-wave of panel data from 1,018 older adults aged 60 and older in rural China to examine the lag effects of different types of leisure activities on cognitive functioning and to identify the gender differences in their impacts on cognition in rural China. Ordinary least-squares regression models showed that high physical activities were associated with better cognitive function. High intensity of cognitive activities and engaging in physical activities have a protective effect on cognitive function among older men rather than older women. Further, we found that cognitive activities had a stronger effect on cognitive function among older men than older women. It is important to consider gender-specific intervention in leisure activities to maintain cognitive function among older adults.

Abstract

Aims: To determine the level of glycemic control and cardiovascular (CVD) risk among adults with diabetes in the Eastern Caribbean. Methods: Baseline data from the Eastern Caribbean Health Outcomes Research Network (ECHORN) Cohort Study (ECS) were used for the analysis. ECS participants were 40 years of age and older, residing in the US Virgin Islands, Puerto Rico, Trinidad, or Barbados. Participants completed a survey, physical exam, and laboratory studies. CVD risk was calculated using the Atherosclerotic CVD risk equation. Bivariate analysis followed by multinomial logistic regression was used to assess social and biological factors (education, lifestyle, access to care, medical history) associated with level of glycemic control. Results: Twenty-three percent of participants with diabetes had an HbA1c ≥ 9% (>75 mmol/mol). Participants with diabetes had poorly controlled CVD risk factors: 70.2% had SBP ≥ 130 mmHg, 52.2% had LDL ≥ 100 mg/dl (2.59 mmol/L), and 73.2% had a 10-year CVD risk of more than 10%. Age and education level were significant, independent predictors of glycemic control. Conclusion: There is a high prevalence of uncontrolled diabetes among adults in ECS. The high burden of elevated CVD risk explains the premature mortality we see in the region. Strategies are needed to improve glycemic control and CVD risk factor management among individuals with diabetes in the Caribbean.

Abstract

Background: Alterations in gut microbiota and blood metabolomic profiles have been implicated in HIV infection and cardiovascular disease. However, it remains unclear whether alterations in gut microbiota may contribute to disrupted host blood metabolomic profiles in relation to atherosclerosis, especially in the context of HIV infection. Methods: We analyzed cross-sectional associations between gut microbiota features and carotid artery plaque in 361 women with or at high risk of HIV (67% HIV+), and further integrated plaque-associated microbial features with plasma lipidomic/metabolomic profiles. Furthermore, in 737 women and men, we examined prospective associations of baseline gut bacteria-associated lipidomic and metabolomic profiles with incident carotid artery plaque over 7-year follow-up. Results: We found 2 potentially pathogenic bacteria, Fusobacterium and Proteus, were associated with carotid artery plaque; while the beneficial butyrate producer Odoribacter was inversely associated with plaque. Fusobacterium and Proteus were associated with multiple lipids/metabolites which were clustered into 8 modules in network. A module comprised of 9 lysophosphatidylcholines and lysophosphatidylethanolamines and a module comprised of 9 diglycerides were associated with increased risk of carotid artery plaque (risk ratio [95% CI], 1.34 [1.09-1.64] and 1.24 [1.02-1.51] per SD increment, respectively). Functional analyses identified bacterial enzymes in lipid metabolism associated with these plasma lipids. In particular, phospholipase A1 and A2 are the key enzymes in the reactions producing lysophosphatidylcholines and lysophosphatidylethanolamines. Conclusions: Among individuals with or at high risk of HIV infection, we identified altered gut microbiota and related functional capacities in the lipid metabolism associated with disrupted plasma lipidomic profiles and carotid artery atherosclerosis.

Abstract

Background: This study aimed to examine the association between oral health behaviors and tooth retention among Chinese older adults. Methods: Data were used from the 4th Chinese National Oral Health Survey, a nationally representative sample. The sample included 9054 older adults aged 55 to 74. Control variables and oral health behaviors were measured through a questionnaire interview, and the number of remaining teeth and periodontal health were obtained from an oral health examination. A chi-square test was used for univariate analysis. Multivariate Logistic regression was used to explore the association between health behaviors and the number of remaining teeth. Results: The average number of remaining teeth in the sample was 24.4 ± 7.7. There was a higher proportion of older adults living in urban areas with 20 or more teeth than those living in rural areas (83.2% vs. 79.4%, P < 0.001); and a higher proportion of individuals with high education levels with 20 or more teeth compared to those with low education levels (P < 0.001). Logistic regression models showed that older adults who used toothpicks `(OR = 3.37, 95% CI 2.94–3.85), dental floss (OR = 1.93, 95% CI 1.05–3.53), toothpaste (OR = 3.89, 95% CI 3.14–4.83); and never smoked (OR = 1.43 95% CI 1.20–1.70) were more likely to retain 20 or more natural teeth; whereas older adults who had a dental visit were less likely to retain 20 or more natural teeth (OR = 0.45, 95% CI 0.39–052). Conclusion: Good oral hygiene practices, never smoking, and regular dental visits focusing on prevention are significantly associated with teeth retention. It is critical to promote a healthy lifestyle and improve prevention-oriented oral health care systems.

Abstract

Purpose: This study explored to develop a situation-specific theory explaining the healthy life of Korean patients with chronic kidney failure undergoing hemodialysis. Background: Chronic kidney failure (CKF) patients have to reorganize their lives around their hemodialysis sessions for their survival. Nursing interventions based on specific theories may promote their health-related behaviors and outcomes. However, few theoretical frameworks or theories are available to guide hemodialysis patients on how to construct their lives under various constraints, while considering their experiences and sociocultural contexts. Methods: An integrated approach was used to develop the situation-specific theory based on the network episode model (NEM), a review of related literature, and four of the authors' studies on hemodialysis patients' lives. Results: The major concepts in the proposed theory include sociocultural context, social networks, individual-level factors, illness experiences, health-related behaviors, and health outcomes. Each major concept includes several relevant subconcepts. Conclusions: We used this theory to identify factors involved in shaping the illness experiences, health-related behaviors, and outcomes of Korean CKF patients undergoing hemodialysis. By exploring the links between these factors, we explained the healthy life that considers the uniqueness of Korean patients' sociocultural context, social network, and individual-level factors. Nurse and other healthcare professionals could integrate the proposed situation-specific theory into the development of nursing interventions based on this theory to promote health-related behaviors and outcomes of Korean CKF patients undergoing hemodialysis.

Abstract

Objective China has seen an increasing number of international students in recent years, mostly from Africa and Asia. However, little is known about these students' HIV knowledge, sexual practices and potential HIV risk. This study aimed to describe HIV-related risk among international students. Design An online cross-sectional survey. Setting 10 universities situated in one province of China. Participants 617 international students filled out the questionnaire and 607 international students were included in this study. Primary and secondary outcome measures Socio-demographic and programme-related characteristics, HIV-related knowledge, sexual practices and other HIV/sexually transmitted infection-related variables. Logistic regression analyses were performed to examine factors associated with inconsistent condom use among international students. Result The results showed that in total, only 51.6% (313/607) of international students had adequate HIV-related knowledge, and 64.9% (394/607) reported not receiving any HIV related education or training while studying in China. Moreover, 32.3% (196/607) reported having penetrative sex including oral, vaginal and anal sex during the period in which they studied in China and among them. The proportions of inconsistent condom use in vaginal and oral intercourse while studying in China were 52.6% (50/95) and 79.5% (35/44), respectively, with casual partners, and 60% (80/129) and 91.2% (52/57) with regular partners, respectively. Female gender, being married and having multiple sexual partners were associated with inconsistent condom use. Conclusion The present study indicated that international students in one province of China have suboptimal HIV-related knowledge, significant unprotected sex, less HIV testing and less safe sex education, which highlights an urgent need to provide HIV education and related health services to international students in China.

Abstract

Hospice care is a comprehensive approach addressing patients’ physical, psychosocial, and spiritual needs at the end of life (EoL). Despite the recognition of its effectiveness in improving the quality of EoL care, little is known about hospice care in mainland China. In this study, we aimed to examine the preferences for hospice care and its related factors among community-dwelling residents in mainland China. Participants were recruited using a convenience sampling method, and 992 community-dwelling residents responded to an online survey from June 2018 to August 2019. The majority (66.7%) of the participants were female, and the mean age was 48.4 years. Approximately 28% of the participants had heard of hospice care, and 91.2% preferred to receive hospice care if diagnosed with a terminal illness. Participants who had heard of hospice care, and with higher levels of education (bachelor’s degree or above) and health insurance coverage were more likely to accept hospice care than their counterparts. Community-based education on hospice care is imperative to improve public knowledge and the acceptance of hospice care. Meanwhile, there is a need to develop policies to integrate and expand hospice care into clinical settings.

Abstract

Background: Hospice care was initially designed for seriously ill individuals with cancer. Thus, the model and clinicians were geared toward caring for this population. Despite the proportion of persons living with dementia (PLWD) receiving hospice care substantially increased over the past 10 years, and their longer lengths of stay, established hospice interventions for this population are scarce. No systematic review has previously evaluated those interventions that do exist. We synthesized hospice intervention studies for PLWD, their families, and hospice professionals by describing the types of interventions, participants, outcomes, and results; assessing study quality; and identifying promising intervention strategies. Methods: A systematic review was conducted using a comprehensive search of five databases through March 2021 and follow-up hand searches. Included studies were peer-reviewed, available in English, and focused on hospice interventions for persons with dementia, and/or care partners, and clinicians. Using pre-determined inclusion and exclusion criteria, data was extracted guided by the Cochrane Checklist, and quality was assessed using a 26-item Consolidated Standards of Reporting Trials (CONSORT) Checklist. Results: The search identified 3235 unique studies in total, of which 10 studies met inclusion criteria. The search revealed three types of interventions: clinical education and training, usual care plus care add-on services, and “other” delivered to 707 participants (mostly clinicians). Five studies included underrepresented racial and ethnic groups. Outcomes measured knowledge and skills, psychosocial and health outcomes, feasibility, and acceptability, with significant improvements in six studies. Study quality was reflective of early-stage research with clinical education and training strategies showing deliberate progression towards real-world efficacy testing. Implications: Hospice interventions for PLWD are sparse and in early-phase research. More research is needed with rigorous designs, diverse samples, and outcomes considering the concordance of care.

Abstract

Research recruitment, eligibility, and who chooses to participate shape the resulting data and knowledge, which together inform interventions, treatment, and programming. Patterns of research participation are particularly salient at this moment given emerging biomedical prevention paradigms. This paper explores the perspectives of Black and Latino young men who have sex with men (BL-YMSM) regarding research recruitment and eligibility criteria, how their experiences influence willingness to enroll in a given study, and implications for the veracity and representativeness of resulting data. We examine inclusion and recruitment as a complex assemblage, which should not be reduced to its parts. From April to July 2018, we conducted in-depth interviews with 30 BL-YMSM, ages 18–29, in New York City. Interviews were recorded, transcribed, and analyzed using the constant comparative method. Black and Latino YMSM’s responses unveiled tensions between researchers’, recruiters’, and participants’ expectations, particularly regarding eligibility criteria (e.g. age, sex frequency), assumptions about ‘risky behaviors,’ and the ‘target’ community. Men preferred peer-to-peer recruitment, noting that most approaches miss key population segments. Findings highlight the need to critically examine the selected ‘target’ community, who sees themselves as participants, and implications for data comprehensiveness and veracity. Study eligibility criteria and recruitment approaches are methodological issues that shape knowledge production and the policies and programs deployed into communities. These findings can inform how future research studies frame recruitment and eligibility in order to better meet the needs of participants and ensure future research engagement.

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Objective: Hypertension during pregnancy can adversely affect maternal and fetal health. This study assessed whether diagnosis of leukemia or lymphoma prior to pregnancy is associated with hypertensive disorders of pregnancy including gestational hypertension, preeclampsia and eclampsia. Study design: A cross-sectional study used two statewide population-based datasets that linked birth certificates with sources of maternal medical history: hospital discharges in California and Surveillance, Epidemiology, and End Results (SEER) cancer registry data in Iowa. Birth years included 2007–2012 in California and 1989–2018 in Iowa. Main outcome measures: Primary outcome measure was hypertension in pregnancy measured from combined birth certificate and hospital diagnoses in California (for gestational hypertension, preeclampsia, or eclampsia) and birth certificate information (gestational hypertension or eclampsia) in Iowa. Results: After adjusting for maternal age, race, education, smoking, and plurality, those with a history of leukemia/lymphoma were at increased risk of hypertensive disorders of pregnancy in Iowa (odds ratio (OR) = 1.86; 95% CI 1.07–3.23), but not in California (OR = 1.12; 95% CI 0.87–1.43). In sensitivity analysis restricting to more severe forms of hypertension in pregnancy (preeclampsia and eclampsia) in the California cohort, the effect estimate increased (OR = 1.29; 95% CI 0.96–1.74). Conclusion: In a population-based linked cancer registry-birth certificate study, an increased risk of hypertensive disorders of pregnancy was observed among leukemia or lymphoma survivors. Findings were consistent but non-significant in a second, more ethnically diverse study population with less precise cancer history data. Improved monitoring and surveillance may be warranted for leukemia or lymphoma survivors throughout their pregnancies.

Abstract

Background: Accurately identifying patients with hypoglycemia is key to preventing adverse events and mortality. Natural language processing (NLP), a form of artificial intelligence, uses computational algorithms to extract information from text data. NLP is a scalable, efficient, and quick method to extract hypoglycemia-related information when using electronic health record data sources from a large population. Objective: The objective of this systematic review was to synthesize the literature on the application of NLP to extract hypoglycemia from electronic health record clinical notes. Methods: Literature searches were conducted electronically in PubMed, Web of Science Core Collection, CINAHL (EBSCO), PsycINFO (Ovid), IEEE Xplore, Google Scholar, and ACL Anthology. Keywords included hypoglycemia, low blood glucose, NLP, and machine learning. Inclusion criteria included studies that applied NLP to identify hypoglycemia, reported the outcomes related to hypoglycemia, and were published in English as full papers. Results: This review (n=8 studies) revealed heterogeneity of the reported results related to hypoglycemia. Of the 8 included studies, 4 (50%) reported that the prevalence rate of any level of hypoglycemia was 3.4% to 46.2%. The use of NLP to analyze clinical notes improved the capture of undocumented or missed hypoglycemic events using International Classification of Diseases, Ninth Revision (ICD-9), and International Classification of Diseases, Tenth Revision (ICD-10), and laboratory testing. The combination of NLP and ICD-9 or ICD-10 codes significantly increased the identification of hypoglycemic events compared with individual methods; for example, the prevalence rates of hypoglycemia were 12.4% for International Classification of Diseases codes, 25.1% for an NLP algorithm, and 32.2% for combined algorithms. All the reviewed studies applied rule-based NLP algorithms to identify hypoglycemia. Conclusions: The findings provided evidence that the application of NLP to analyze clinical notes improved the capture of hypoglycemic events, particularly when combined with the ICD-9 or ICD-10 codes and laboratory testing.

Abstract

The identification of subgroups of people living with HIV in China based on the severity of symptom clusters and individual symptoms is crucial to determine group-specific symptom management strategies. Participants reported 27 highly prevalent HIV/AIDS-related symptoms. Latent profile analysis based on symptom severity was used to identify person-centered subtypes of HIV/AIDS-related symptoms. Symptom networks were compared among subgroups identified by latent profile analysis. A total of 2927 eligible people living with HIV (PWH) were included in the analysis. Five profiles were identified: “Profile 1: all low symptom severity” (n2 = 2094, 71.54%), “Profile 2: medium symptom severity with syndemic conditions” (n3 = 109, 3.72%), “Profile 3: medium symptom severity with low functional status” (n1 = 165, 5.64%), “Profile 4: medium symptom severity in transitional period” (n4 = 448, 15.31%), and “Profile 5: all high symptom severity” (n5 = 111, 3.79%). Except for Profile 1 and Profile 5, the symptom severity was similar among the other three profiles. Profiles 1 (2.09 ± 0.52) and 4 (2.44 ± 0.66) had the smallest ∑s values, and Profiles 2 (4.38 ± 1.40) and 5 (4.39 ± 1.22) had the largest ∑s values. Our study demonstrates the need for health care professionals to provide PWH with group-specific symptom management interventions based on five profiles to improve their physical and psychological well-being. Future studies should be conducted in different contexts using different symptom checklists to further validate our results.