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Article

Relative Handgrip Strength Mediates the Relationship between Hemoglobin and Health-Related Quality of Life in Older Korean Adults

by
Jeonghyeon Kim
,
Inhwan Lee
,
Munku Song
and
Hyunsik Kang
*
College of Sport Science, Sungkyunkwan University, Suwon 16419, Korea
*
Author to whom correspondence should be addressed.
Healthcare 2022, 10(11), 2215; https://doi.org/10.3390/healthcare10112215
Submission received: 15 October 2022 / Revised: 1 November 2022 / Accepted: 3 November 2022 / Published: 4 November 2022
(This article belongs to the Topic Mental Health Issues and Quality of Life in Older Individuals)
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Abstract

:
Background: Little is known regarding how anemia and handgrip strength influence the health-related quality of life (HRQoL) of older populations. This population-based study aimed to examine whether handgrip strength mediates the association between anemia and HRQoL in a representative sample of 6892 Korean adults aged ≥ 65 years (3753 females). Methods: HRQoL was assessed with the EuroQol-5 dimension. Anemia was defined according to World Health Organization (WHO) criteria, and handgrip strength was measured with a digital hand dynamometer. Results: Individuals with anemia were at increased risk for a lower HRQoL (odds ratio, OR = 1.285, p = 0.002) even after adjustment for age, sex, body mass index, income, marital status, education, physical activity, and multimorbidity compared with individuals without anemia (OR = 1). Individuals with weak handgrip strength were also at increased risk for a lower HRQoL (OR = 1.429, p < 0.001) even after adjustment for all the covariates compared with individuals with normal handgrip strength (OR = 1). Mediation analysis with a bootstrapping procedure showed that relative handgrip strength mediated the relationship between hemoglobin and HRQoL (95% confidence interval, CI 0.0192 to 0.0289) even after adjustment for all covariates, with 42.0% of the total effect of hemoglobin on HRQoL explained. Conclusions: The current findings suggest that the impact of anemia on HRQoL is partially mediated by weak handgrip strength, implying the clinical importance of having or maintaining adequate hemoglobin and handgrip strength via healthy lifestyle choices to maintain a high HRQoL later in life.

1. Introduction

An increase in life expectancy and a decrease in fertility rates have resulted in a larger proportion of the global population living longer [1]. Over the past few decades, South Korea has experienced the fastest growth of older adults in the total population among the OECD countries. South Korea was considered an aging society in 2000, an aged society in 2017, and will become a super-aged society by 2025 [2]. Considering this rapid population aging, developing non-pharmacologic strategies for healthy aging is important to maintain the stability and durability of the Korean healthcare system [3].
Normal aging is often accompanied by declines in overall health and physical, cognitive, and mental functioning (https://www.who.int/news-room/fact-sheets/detail/ageing-and-health accessed on 29 September 2022), collectively contributing to a decline in quality of life. Health-related quality of life (HRQoL) is a multidimensional concept that encompasses self-reported physical and mental health status over time [4]. Normal aging may lead to a decline in HRQoL due to its related adverse health outcomes [5], while health-promoting lifestyles positively impact HRQoL by reducing or attenuating adverse health outcomes associated with normal aging [6].
Anemia is common in older adults [7] and its prevalence increases with advanced age [8]. Anemia is an important surrogate for a lower level of HRQoL among elderly persons [9]. The negative impact of anemia on HRQoL has been reported in Korean populations [10] and ethnic agricultural workers living in rural areas of Thailand [11]. Additionally, anemia has a negative impact on HRQoL in patients with chronic kidney disease [12] or cancers [13].
Anemia is a condition of not having enough healthy red blood cells to carry oxygen to the body’s tissues. In active skeletal muscles, the reduced oxygen-carrying ability of blood due to anemia interferes with cell oxygenation and weakens muscles [14]. As a result, anemia has been utilized as a surrogate marker for health problems. For example, previous studies have shown that anemia is associated with lower grip strength in older adults [15] and reduced grip strength and increased mortality in older inpatient patients [16].
Sarcopenia is a chronic condition characterized by losses in muscle mass and strength and is also considered a surrogate for a lower level of HRQoL, especially in elderly persons. From this perspective, loss of muscle strength assessed by handgrip strength is associated with health conditions, sarcopenia, disability, impaired physical functioning, and cognitive decline in older adults [17]. Additionally, handgrip strength is a biomarker for a lower HRQoL in older populations [18,19,20] and cancer survivors [21,22].
Taken together, it is reasonable to assume that anemia may predict a decline in HRQoL due to low handgrip strength. However, few studies have investigated if anemia and handgrip strength predict HRQoL later in life. In the current study, we aimed to investigate (1) the associations between anemia and handgrip strength with HRQoL and (2) the impact of anemia on HRQoL through weak handgrip strength in a representative sample of older Korean adults.

2. Materials and Methods

2.1. Data Source

This study used the data extracted from the 2014-2019 Korea National Health and Nutrition Examination Survey (KNHNES VI–VIII), a nationwide survey examining the health status, health behaviors, and food and nutrient consumption of the Korean population. As shown in Figure 1, a total of 37,491 adults aged 19 years and older participated in the 2014–2019 KNHNES surveys. For the current study purpose, we excluded 27,007 participants aged 19~64 years and included 10,484 older adults (4532 men) aged 65 years and older only. Respondents with no information regarding HRQoL (n = 457), handgrip strength (n = 1557), health behaviors (n = 741), or covariates (n = 837) were excluded. Data from the remaining 6892 individuals (3139 males) were used in the final analyses. Detailed information regarding KNHNES is available through the national public database (https://www.cdc.gov/nchs/nhanes/index.htm accessed on 1 August 2022).

2.2. Measurements

2.2.1. Health-Related Quality of Life

HRQoL was assessed using the EuroQol-5 dimension (EQ-5D). The EQ-5D instrument measures the quality of life in five dimensions, namely mobility, self-care, usual activities, pain/discomfort, and anxiety/depression, rated on three levels (no problems, some or moderate problems, or extreme problems) [23]. The EQ-5D index was calculated using the Korean valuation set [24], and the lowest quartile of the index was considered a lower HRQoL.

2.2.2. Anemia

Serum hemoglobin was measured based on the SLS hemoglobin detection method with a Sysmex XN-9000 Automated Hematology Analyzer (Sysmex Corporation, Kobe, Japan), which uses cyanide-free sodium lauryl sulfate (SLS). Anemia was defined according to the WHO criteria of serum hemoglobin concentrations of less than 13.0 g/dL for men, less than 12.0 g/dL for non-pregnant women, and less than 11.0 g/dL for pregnant women [25].

2.2.3. Handgrip Strength

Handgrip strength was measured with a digital hand dynamometer (digital grip strength dynamometer, T.K.K 5401, Takei Scientific Instruments Co., Ltd., Tokyo, Japan). Each participant in a standing position exerted maximal handgrip strength three times with the dominant hands with a 30 s rest interval between each measurement [26]. To minimize variation in maximum handgrip strength between the dominant and non-dominant hands [26], we averaged the three attempted values of the right and left hands and expressed them as a relative term (kg/body mass index).

2.2.4. Covariates

Covariates measured in the current study included age (years), sex (male vs. female), body mass index (BMI), income (Korean won per month), marriage (married with a spouse vs. married without a spouse vs. never married), education (elementary or less vs. middle or high school vs. college or higher), heavy alcohol consumption, smoking status, physical activity, and multimorbidity. Covariates were assessed using a self-reported questionnaire [27]. Past smokers (at least 100 cigarettes in their lifetime) and current smokers were categorized as smokers, and those who never smoked in their lifetime were categorized as non-smokers. Heavy alcohol drinkers were defined as those who consumed >14 drinks per week for men and >7 drinks per week for women [28]. Physical activity data were collected using a Korean version of the Global Physical Activity Questionnaire (GPAQ). The amount of time that respondents participated in activities during the last 7 days was expressed in units of Metabolic Equivalent of one Task-minute (MET) per week. The validity and reliability of the GPAQ were previously confirmed in the Korean population [29]. Multimorbidity was defined as the coexistence of two or more chronic health conditions diagnosed by physicians [30].

2.3. Statistics

Prior to statistical analyses, the normality of data was checked using QQ-plots and histograms. All data are presented as means (standard deviations) and numbers of cases (percentages) for continuous and categorical variables, respectively. Student’s t-test and the chi-square were used to compare continuous and categorical variables, respectively. Bivariate logistic regression was used to estimate the odds ratios (ORs) and 95% confidence intervals (CIs) of a lower HRQoL by anemia status and levels of handgrip strength. A linear regression analysis was used to estimate the correlation coefficients of the determinants for HRQoL. Finally, the Process Macro by Andrew F. Hayes was used to conduct a mediation analysis of the effect of relative handgrip strength (M) on the association between hemoglobin (X) and HRQoL (Y), as shown in Figure 2. Bias-corrected bootstrapping (n = 10,000) and 95% confidence intervals were used to evaluate the statistical significance of the mediation model. Otherwise, statistical significance was evaluated using an α-value of 0.05 with SPSS-PC (version 27.0, IBM Corporation, Armonk, NY, USA).

3. Results

Descriptive statistics of study participants by gender are provided in Table 1. Older Korean women were less educated (p < 0.001), less physically active, more likely to live without a spouse (p < 0.001), and less likely to drink (p < 0.001) and smoke (p < 0.001) than older Korean men. Additionally, older Korean women had a lower BMI (p < 0.001), lower income (p < 0.001), higher rate of multimorbidity (p < 0.001), and higher EQ-5D problems (p < 0.001); however, they had lower hemoglobin (p < 0.001), lower absolute and relative handgrip strength (p < 0.001 and p < 0.001, respectively), and lower EQ-5D index (p < 0.001) than older Korean men.
ORs and 95% CIs of HRQoL by anemia status and levels of handgrip strength are presented in Table 2. Individuals with anemia were at increased risk for a lower HRQoL (OR = 1.727, p < 0.001) compared to individuals without anemia. The increased risk for a lower HRQoL remained statistically significant (OR = 1.285, p = 0.002) after adjustments for age, gender, income, marriage, education, smoking, alcohol intake, physical activity, and relative handgrip strength. Likewise, individuals with weak handgrip strength were at increased risk for a lower HRQoL (OR = 1.668, p < 0.001) compared with individuals with normal handgrip strength. The increased risk for a lower HRQoL remained statistically significant (OR = 1.429, p < 0.001) after adjustment for all covariates.
Table 3 shows the correlation coefficients of the determinants for HRQoL. HRQoL was inversely correlated with age (p < 0.001), living without a spouse (p < 0.001), smoking (p = 0.001), and multimorbidity (p < 0.001); it positively correlated with income (p = 0.002), education (p < 0.001), physical activity (p = 0.002), hemoglobin (p < 0.001), and relative handgrip strength (p < 0.001).
Table 4 shows the association between hemoglobin and HRQoL mediated by relative handgrip strength. The Process macro for mediation analysis showed that hemoglobin had a direct effect on HRQoL (βc’ = 0.0064, p < 0.001) and an indirect effect on HRQoL through its effect on relative handgrip strength (βab = 0.0114, p < 0.001). Hemoglobin was positively associated with relative handgrip strength (βa = 0.1092, p < 0.001), which was positively associated with HRQoL (βb = 01046, p < 0.001) in Model 1. Hemoglobin and relative handgrip strength remained significant determinants of HRQoL even after adjustment for all measured covariates in Model 2 (βc’ = 0.0049, p = 0.002 and βb = 0.0682, p < 0.001, respectively).
The mediating effect of relative handgrip strength on the association between hemoglobin and HRQoL was further tested using a bootstrapping procedure (Table 4 and Figure 3). The bootstrap procedure showed that the 95% bias-corrected confidence interval (95% CI 0.0102 to 0.0127) was non-zero, indicating that relative handgrip strength mediates the relationship, with 64.0% of the total effect of hemoglobin on HRQoL explained. The mediating effect of relative handgrip strength remained non-zero (95% CI 0.0192 to 0.0289) after adjustment for all the covariates, with 42.0% of the total effect explained. Furthermore, the direct effect of hemoglobin (Hb) on HRQoL in the presence of the mediator was also significant (β = 0.0064, 95% CI = 0.0039 to 0.0089, p < 0.001), indicating that RHGS partially mediates the relationship between Hb and HRQoL.

4. Discussion

This population-based study examined the associations between hemoglobin, handgrip strength, and HRQoL in 6982 older Korean adults aged 65 years and older and showed that anemia and relative handgrip strength were independent predictors of a lower HRQoL. To the best of our knowledge, this is the first study to report that the impact of anemia on HRQoL is partially mediated by weak relative handgrip strength, implying that having and maintaining both adequate hemoglobin and normal handgrip strength is critical for a higher HRQoL later in life.
The current findings of the study are consistent with findings from previous studies that investigated the associations between HRQoL, anemia, and handgrip strength in different populations. For example, Kim et al. [10], by analyzing data obtained from the 2008–2016 KNHNES, showed that anemia was associated with an increased risk for a lower HRQoL in Korean adults aged 19 years and older. In a population-based cohort study involving 138,670 participants aged 18–93 years in the Netherlands, Wouters et al. [9] showed that anemia was significantly associated with a lower HRQoL and a lower survival rate in individuals aged 60 years and older. In a cross-sectional study involving 468 agricultural workers of various ethnicities (average age of 49.6 ± 13.8 years) in Thai border communities, Boonyathee et al. [11] showed that low hemoglobin levels associated with existing diseases and unhealthy behaviors were inversely associated with HRQoL.
The current findings of the study are also in line with the findings from previous studies reporting the associations between handgrip strength and HRQoL in older adults. For example, Baek, Kim, and Kim [20], by analyzing nationwide survey data, showed that weak handgrip strength and handgrip strength asymmetry (defined as a handgrip strength of >10% stronger on either hand) were associated with impaired HRQoL in older Korean adults. Kang, Lim, and Park [19] analyzed the 2015 KNHNES data and demonstrated that low handgrip strength correlated with poor HRQoL—especially mobility and pain/discomfort variables of the EQ-5D—in Korean adults aged 20 years and older. In a prospective population-based follow-up study, Taekema et al. [17] showed that poor handgrip strength predicted impaired ADL and cognitive decline in 555 older adults aged 85 years and older in the Netherlands. Additionally, previous studies have reported that handgrip strength is an important determinant of HRQoL in cancer survivors in Korea [21] and Spain [22]. Taken together, the findings from the current and previous studies support the prognostic roles of anemia and weak handgrip strength in identifying poor HRQoL later in life.
This is the first study to report that the association between anemia and poor HRQoL is partially mediated by weak handgrip strength. The mediating effect of weak handgrip strength on the impact of anemia on HRQoL can be explained as follows: Anemia, which is the impaired oxygen-carrying capacity of blood into working skeletal muscles, causes cellular deoxygenation called hypoxia [31]. As a result of hypoxia, cellular ATP levels drop, cellular functions cannot be maintained, and cells will die, resulting in a loss of muscle strength [31]. In turn, weakened muscle strength contributes to problems in mobility and dependency and decreases normal activities and activities of daily living [32]. Those adverse mental and physical health outcomes will collectively impair HRQoL. In support of this explanation, Gi et al. [15] showed that individuals with weak handgrip strength had a higher risk of anemia, with a greater association observed in males and in older adults aged 65 years and older, by analyzing data from the 2013–2017 KNHNES involving 16,638 Korean adults aged 19 years and older. Anemia has been reported to impact handgrip strength in older Australian men [33], older rural South African populations [34], and Georgian centenarians [35]. Additionally, handgrip strength was found to be a significant determinant of HRQoL in middle-aged patients with osteoarthritis [36] and in male patients with chronic obstructive pulmonary disease [37]. Taken together, the findings from the current and previous studies again suggest the importance of maintaining adequate hemoglobin levels and handgrip strength for higher HRQoL later in life.
This study has two major strengths. First, we are the first to report that anemia and weak handgrip strength are associated with poor HRQoL; the association between anemia and HRQoL is partially mediated by weak handgrip strength in older Korean adults. Second, we used data obtained from nationwide and well-designed systematic surveys. However, this study also has limitations. First, the cross-sectional design of this study limits any cause-effect explanations regarding our findings. Second, the findings of the study should be confirmed in other ethnic populations to allow for generalization. Third, we cannot completely rule out the chance of measurement errors in the self-reported covariate questionnaire.

5. Conclusions

Our study findings show that anemia may contribute to a lower HRQoL through weak handgrip strength, suggesting that promoting muscular strength via an active and healthy lifestyle is critical for better HRQoL in older Korean adults aged 65 years and older.

Author Contributions

Conceptualization, J.K. and H.K.; methodology, J.K. and H.K.; validation, J.K., I.L., M.S. and H.K.; investigation, J.K., I.L., M.S. and H.K.; data curation, J.K., I.L., M.S. and H.K.; writing, original draft preparation, J.K., I.L., M.S. and H.K. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

The Institutional Review Board of the Korean Institute for Health and Social Affairs reviewed and approved this study (approval no. 2020-36).

Informed Consent Statement

Informed consent was obtained from all participants.

Data Availability Statement

The datasets used and analyzed during this study are available from the corresponding author upon reasonable request.

Conflicts of Interest

We have no conflict of interest to disclose.

References

  1. Sanford, A.M.; Morley, J.E.; Berg-Weger, M.; Lundy, J.; Little, M.O.; Leonard, K.; Malmstrom, T.K. High prevalence of geriatric syndromes in older adults. PLoS ONE 2020, 15, e0233857. [Google Scholar] [CrossRef]
  2. Statistics Korea. 2017 Statistics on the Aged. Available online: http://kostat.go.kr/portal/korea/kor_nw/3/index.board?bmode=read&bSeq=&aSeq=363363&pageNo=1&rowNum=10&navCount=10&currPg=&sTarget=title&sTxt. (accessed on 20 September 2022).
  3. Machón, M.; Larrañagam, I.; Dorronsoro, M.; Vrotsou, K.; Vergara, I. Health-related quality of life and associated factors in functionally independent older people. BMC Geriatr. 2017, 17, 19. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Revicki, D.A.; Kleinman, L.; Cella, D. A history of health-related quality of life outcomes in psychiatry. Dialogues Clin. Neurosci. 2014, 16, 127–135. [Google Scholar] [CrossRef]
  5. Malicka, B.; Skośkiewicz-Malinowska, K.; Kaczmarek, U. The impact of socioeconomic status, general health and oral health on health-related quality of life, oral health-related quality of life and mental health among Polish older adults. BMC Geriatr. 2022, 22, 2. [Google Scholar] [CrossRef] [PubMed]
  6. Lee, M.K.; Oh, J. Health-related quality of life in older adults: Its association with health literacy, self-efficacy, social support, and health-promoting behavior. Healthcare 2020, 8, 407. [Google Scholar] [CrossRef] [PubMed]
  7. Patel, K.V. Epidemiology of anemia in older adults. Semin. Hematol. 2008, 45, 210–217. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  8. Krishnapillai, A.; Omar, M.A.; Ariaratnam, S.; Awaluddin, S.; Sooryanarayana, R.; Kiau, H.B.; Tauhid, N.M.; Ghazali, S.S. The prevalence of anemia and its associated factors among older persons: Findings from the National Health and Morbidity Survey (NHMS) 2015. Int. J. Environ. Res. Public Health 2022, 19, 4983. [Google Scholar] [CrossRef]
  9. Wouters, H.J.C.M.; van der Klauw, M.M.; de Witte, T.; Stauder, R.; Swinkels, D.W.; Wolffenbuttel, B.H.R.; Huls, G. Association of anemia with health-related quality of life and survival: A large population-based cohort study. Haematologica 2019, 104, 468–476. [Google Scholar] [CrossRef]
  10. Kim, Y.J.; Han, K.D.; Cho, K.H.; Kim, Y.H.; Park, Y.G. Anemia and health-related quality of life in South Korea: Data from the Korean national health and nutrition examination survey 2008–2016. BMC Public Health 2019, 19, 735. [Google Scholar] [CrossRef] [Green Version]
  11. Boonyathee, S.; Ong-Artborirak, P.; Seangpraw, K.; Tonchoy, P.; Kantow, S.; Bootsikeaw, S.; Auttama, N.; Choowanthanapakorn, M.; Dokpuang, D.; Panta, P. Health behavior, level of hemoglobin A1c, and quality of life among agricultural workers of various ethnicities in Thai border communities. Front. Med. 2022, 9, 796955. [Google Scholar] [CrossRef]
  12. Hoshino, J.; Muenz, D.; Zee, J.; Sukul, N.; Speyer, E.; Guedes, M.; Lopes, A.A.; Asahi, K.; van Haalen, H.; James, G.; et al. Associations of hemoglobin levels with health-related quality of life, physical activity, and clinical outcomes in persons with stage 3-5 nondialysis CKD. J. Ren. Nutr. 2020, 30, 404–414. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  13. Crawford, J.; Cella, D.; Cleeland, C.S.; Cremieux, P.Y.; Demetri, G.D.; Sarokhan, B.J.; Slavin, M.B.; Glaspy, J.A. Relationship between changes in hemoglobin level and quality of life during chemotherapy in anemic cancer patients receiving epoetin alfa therapy. Cancer 2002, 95, 888–895. [Google Scholar] [CrossRef] [PubMed]
  14. Stugiewicz, M.; Tkaczyszyn, M.; Kasztura, M.; Banasiak, W.; Ponikowski, P.; Jankowska, E.A. The influence of iron deficiency on the functioning of skeletal muscles: Experimental evidence and clinical implications. Eur. J. Heart Fail. 2016, 18, 762–773. [Google Scholar] [CrossRef] [PubMed]
  15. Gi, Y.M.; Jung, B.; Kim, K.W.; Cho, J.H.; Ha, I.H. Low handgrip strength is closely associated with anemia among adults: A cross-sectional study using Korea National Health and Nutrition Examination Survey (KNHANES). PLoS ONE 2020, 15, e0218058. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Neidlein, S.; Wirth, R.; Pourhassan, M. Iron deficiency, fatigue and muscle strength and function in older hospitalized patients. Eur. J. Heart Fail. 2021, 75, 456–463. [Google Scholar] [CrossRef] [PubMed]
  17. Taekema, D.G.; Gussekloo, J.; Maier, A.B.; Westendorp, R.G.; de Craen, A.J. Handgrip strength as a predictor of functional, psychological and social health. A prospective population-based study among the oldest old. Age Ageing 2010, 39, 331–337. [Google Scholar] [CrossRef] [Green Version]
  18. Halaweh, H. Correlation between health-related quality of life and hand grip strength among older adults. Exp. Aging Res. 2020, 46, 178–191. [Google Scholar] [CrossRef]
  19. Kang, S.Y.; Lim, J.; Park, H.S. Relationship between low handgrip strength and quality of life in Korean men and women. Qual. Life Res. 2018, 27, 2571–2580. [Google Scholar] [CrossRef]
  20. Baek, J.; Kim, Y.; Kim, H.Y. Associations of handgrip asymmetry with impaired health-related quality of life among older adults in South Korea: A cross-sectional study using national survey data. Asia Pac. J. Public Health 2022, 34, 649–659. [Google Scholar] [CrossRef]
  21. Paek, J.; Choi, Y.J. Association between hand grip strength and impaired health-related quality of life in Korean cancer survivors: A cross-sectional study. BMJ Open 2019, 9, e030938. [Google Scholar] [CrossRef]
  22. Esteban-Simón, A.; Díez-Fernández, D.M.; Artés-Rodríguez, E.; Casimiro-Artés, M.Á.; Rodríguez-Pérez, M.A.; Moreno-Martos, H.; Casimiro-Andújar, A.J.; Soriano-Maldonado, A. Absolute and relative handgrip strength as indicators of self-reported physical function and quality of life in breast cancer survivors: The EFICAN study. Cancers 2021, 13, 5292. [Google Scholar] [CrossRef] [PubMed]
  23. EuroQol Group. EuroQol—A new facility for the measurement of health-related quality of life. Health Policy 1990, 16, 199–208. [Google Scholar] [CrossRef]
  24. Kim, S.H.; Ahn, J.; Ock, M.; Shin, S.; Park, J.; Luo, N.; Jo, M.W. The EQ-5D-5L valuation study in Korea. Qual. Life Res. 2016, 25, 1845–1852. [Google Scholar] [CrossRef] [PubMed]
  25. World Health Organization. Nutritional Anemia: Report of WHO Scientific Group; World Health Organization: Geneva, Switzerland, 1968. [Google Scholar]
  26. Roberts, H.C.; Dension, H.J.; Martin, H.J.; Patel, H.P.; Syddal, H.; Cooper, C.; Sayer, A.A. A review of the measurement of grip strength in clinical and epidemiological studies: Towards a standardized approach. Age Aging 2011, 40, 423–429. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  27. Kweon, S.; Kim, Y.; Jang, M.J.; Kim, Y.; Kim, K.; Choi, S.; Chun, C.; Khang, Y.H.; Oh, K. Data resource profile: The Korea National Health and Nutrition Examination Survey (KNHANES). Int. J. Epidemiol. 2014, 43, 69–77. [Google Scholar] [CrossRef] [Green Version]
  28. Xi, B.; Veeranki, S.P.; Zhao, M.; Ma, C.; Yan, Y.; Mi, J. Relationship of alcohol consumption to all-cause, cardiovascular, and cancer-related mortality in US adults. J. Am. Coll. Cardial. 2017, 70, 913–922. [Google Scholar] [CrossRef]
  29. Korea Centers for Disease Control and Prevention. Development of the Korean Version of Global Physical Activity Questionnaire and Assessment of Reliability and Validity; Korea Centers for Disease Control and Prevention: Cheongju, Korea, 2013; pp. 32–49. [Google Scholar]
  30. Fortin, M.; Stewart, M.; Poitras, M.E.; Almirall, J.; Maddocks, H. A systematic review of prevalence studies on multimorbidity: Toward a more uniform methodology. Ann. Fam. Med. 2012, 10, 142–151. [Google Scholar] [CrossRef] [Green Version]
  31. Puthucheary, Z.A.; Rawal, J.; McPhail, M.; Connolly, B.; Ratnayake, G.; Chan, P.; Hopkinson, N.S.; Phadke, R.; Dew, T.; Sidhu, P.S.; et al. Acute skeletal muscle wasting in critical illness. JAMA 2013, 310, 1591–1600. [Google Scholar] [CrossRef] [Green Version]
  32. Penninx, B.W.; Pahor, M.; Cesari, M.; Corsi, A.M.; Woodman, R.C.; Bandinelli, S.; Guralnik, J.M.; Ferrucci, L. Anemia is associated with disability and decreased physical performance and muscle strength in the elderly. J. Am. Geriatr. Soc. 2004, 52, 719–724. [Google Scholar] [CrossRef]
  33. Hirani, V.; Naganathan, V.; Blyth, F.; Le Couteur, D.G.; Seibel, M.J.; Waite, L.M.; Handelsman, D.J.; Hsu, B.; Cumming, R.G. Low hemoglobin concentrations are associated with sarcopenia, physical performance, and disability in older Australian men in cross-sectional and longitudinal analysis: The Concord Health and Ageing in Men Project. J. Gerontol. A Biol. Sci. Med. Sci. 2016, 71, 1667–1675. [Google Scholar] [CrossRef]
  34. Payne, C.F.; Davies, J.I.; Gomez-Olive, F.X.; Hands, K.J.; Kahn, K.; Kobayashi, L.C.; Tipping, B.; Tollman, S.M.; Wade, A.; Witham, M.D. Cross-sectional relationship between haemoglobin concentration and measures of physical and cognitive function in an older rural South African population. J. Epidemiol. Commun. Health 2018, 72, 796–802. [Google Scholar] [CrossRef] [PubMed]
  35. Haslam, A.; Hausman, D.B.; Davey, A.; Cress, M.E.; Johnson, M.A.; Poon, L.W. Associations of anemia and physical function in Georgia centenarians. J. Am. Geriatr. Soc. 2012, 60, 2362. [Google Scholar] [CrossRef] [Green Version]
  36. Chang, S.Y.; Han, B.D.; Han, K.D.; Park, H.J.; Kang, S. Relation between handgrip strength and quality of life in patients with arthritis in Korea: The Korea National Health and Nutrition Examination Survey, 2015–2018. Medicina 2022, 58, 172. [Google Scholar] [CrossRef] [PubMed]
  37. Lee, S.H.; Kim, S.J.; Han, Y.; Ryu, Y.J.; Lee, J.H.; Chang, J.H. Hand grip strength and chronic obstructive pulmonary disease in Korea: An analysis in KNHANES VI. Int. J. Chronic Obstr. Pulm. Dis. 2017, 12, 2313–2321. [Google Scholar] [CrossRef] [PubMed]
Healthcare 10 02215 g001 550
Figure 1. Flowchart for the selection of study participants. KNHNES: Korea National. Health and Nutritional Examination Survey; HRQOL: health-related quality of life.
Figure 1. Flowchart for the selection of study participants. KNHNES: Korea National. Health and Nutritional Examination Survey; HRQOL: health-related quality of life.
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Figure 2. A theoretical model linking a cause (X) to an effect (Y) through a mediator (M). c = c’ + ab; c = total effect of X on Y; c´ = direct effect of X on Y; ab = indirect effect of X on Y through M.
Figure 2. A theoretical model linking a cause (X) to an effect (Y) through a mediator (M). c = c’ + ab; c = total effect of X on Y; c´ = direct effect of X on Y; ab = indirect effect of X on Y through M.
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Figure 3. Mediation analysis. Path coefficients of hemoglobin (Hb) on health-related quality of life (HRQOL) through relative handgrip strength (RHGS). a: estimated coefficient for the regression with anemia predicting RHGS; b: estimated coefficient for the regression with RHGS predicting HRQoL; c = total effect of anemia on HRQoL; c´ = direct effect of anemia on HRQoL; ab = indirect effect of anemia on HRQoL through RHGS.
Figure 3. Mediation analysis. Path coefficients of hemoglobin (Hb) on health-related quality of life (HRQOL) through relative handgrip strength (RHGS). a: estimated coefficient for the regression with anemia predicting RHGS; b: estimated coefficient for the regression with RHGS predicting HRQoL; c = total effect of anemia on HRQoL; c´ = direct effect of anemia on HRQoL; ab = indirect effect of anemia on HRQoL through RHGS.
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Table
Table 1. Descriptive statistics of study participants by gender.
Table 1. Descriptive statistics of study participants by gender.
VariablesMen (n = 3139)Women (n = 3753)Total (n = 6892)p-Value
Age (year)71.8 ± 5.271.9 ± 5.271.8 ± 5.20.582
BMI (kg/m2)23.8 ± 2.924.5 ± 3.324.2 ± 3.1<0.001
Income (10,000 won/month)255.8 ± 263.0218.8 ± 251.0235.7 ± 257.2<0.001
Education, n (%) <0.001
Elementary school or less1194 (38.0)2603 (69.4)3797 (55.1)
Middle/high school1405 (44.8)956 (25.5)2361 (34.3)
College or higher540 (17.2)194 (5.2)734 (10.6)
Marital status, n (%) <0.001
Married with a spouse2768 (88.2)2024 (53.9)4792 (69.5)
Married without a spouse349 (11.1)1701 (45.3)2050 (29.8)
Never married22 (0.7)28 (0.7)50 (0.7)
Current/past smoking, n (%)2478 (78.9)181 (4.8)2659 (38.6)
Heavy alcohol, n (%)390 (12.4)77 (2.1)457 (6.8)
Physical activity (METs per week)846.5 ± 1480.3526.6 ± 929.0672.3 ± 1222.0
Multimorbidity, n (%) <0.001
0765 (24.4)527 (14.0)1292 (18.7)
11031 (32.8)955 (25.4)1986 (28.8)
≥21343 (42.8)2271 (60.6)3614 (52.5)
EQ-5D problems
Mobility, n (%)786 (25.0)1542 (41.1)2328 (33.8)<0.001
Self-care, n (%)185 (5.9)386 (10.3)571 (8.3)<0.001
Usual activities, n (%)391 (12.5)792 (21.1)1183 (17.2)<0.001
Pain/discomfort, n (%)765 (24.4)1588 (42.3)2353 (34.1)<0.001
Anxiety/depression, n (%)311 (9.9)640 (17.1)951 (13.8)<0.001
EQ-5D index0.926 ± 0.120.869 ± 0.160.895 ± 0.15<0.001
Hemoglobin (g/dL)14.5 ± 1.413.1 ± 1.113.7 ± 1.4<0.001
AHGS (kg)31.0 ± 6.818.4 ± 4.624.1 ± 8.5<0.001
RHGS (kg/BMI)1.31 ± 0.30.76 ± 0.21.01 ± 0.4<0.001
AHGS: absolute handgrip strength; RHGS: relative handgrip strength; BMI: body mass index; EQ: EuroQol Group.
Table
Table 2. Odds ratios (ORs) and 95% confidence intervals (CIs) of a lower HRQoL by anemia and handgrip strength.
Table 2. Odds ratios (ORs) and 95% confidence intervals (CIs) of a lower HRQoL by anemia and handgrip strength.
PredictorsModel 1Model 2
OR (95% CI)p-ValueOR (95% CI)p-Value
Anemia
Without anemia1 (reference) 1 (reference)
With anemia1.727 (1.490~2.002)<0.0011.285 (1.096~1.507)0.002
RHGS
Normal1 (reference) 1 (reference)
Weak1.668 (1.497~1.858)<0.0011.429 (1.274~1.604)<0.001
LBMS: relative handgrip strength; HRQoL: health-related quality of life. Model 1: unadjusted. Model 2: adjusted for age, gender, income, marriage, education, smoking, alcohol intake, physical activity, morbidity, relative handgrip strength (for anemia), and hemoglobin (for relative handgrip strength).
Table
Table 3. Regression analyses for predictors of health-related quality of life.
Table 3. Regression analyses for predictors of health-related quality of life.
VariablesβSEp-Value
Age−0.030.036<0.001
Body mass index0.0010.0070.439
Sex0.0010.0070.975
Income0.0010.0010.002
Education0.0200.003<0.001
Marital status −0.0140.004<0.001
Smoking−0.0140.0040.001
Heavy alcohol0.0030.0070.635
Physical activity0.0010.0010.002
Multimorbidity−0.0210.002<0.001
Hemoglobin 0.0050.000<0.001
Relative handgrip strength0.0660.001<0.001
Table
Table 4. The association between anemia and health-related quality of life in older Korean adults, mediated by relative handgrip strength.
Table 4. The association between anemia and health-related quality of life in older Korean adults, mediated by relative handgrip strength.
Path Model 1Model 2
β (SE)95% CIp-Valueβ (SE)95% CIp-Value
Anemia→RHGS, a0.1092 (0.0028) 0.1037–0.1148<0.0010.0517 (0.0023)0.0417–0.0563<0.001
RHGS→HRQoL, b0.1046 (0.0050) 0.0948–0.1145<0.0010.0682 (0.0066)0.0553–0.0812<0.001
Total effect, c0.0178 (0.0012) 0.0154–0.0202<0.0010.0084 (0.0013)0.0059–0.0110<0.001
Direct effect, c’0.0064 (0.0013) 0.0039–0.0089<0.0010.0049 (0.0013)0.0023–0.00750.002
Indirect effect, ab0.0114 (0.0006)0.0102–0.0127 0.0035 (0.0025)0.0192–0.0289
Indirect to total effect (%)64.042.0
Model 1 was not adjusted. Model 2 was adjusted for age, body mass index, income, education, marital status, smoking, heavy alcohol, physical activity, and multimorbidity. The number of bootstrap samples for bias-corrected bootstrap confidence intervals is 10,000. RHGS: relative hand grip strength; HRQoL: health-related quality of life; CI: confidence interval; SE: standard errors. a: estimated coefficient for the regression with anemia predicting RHGS; b: estimated coefficient for the regression with RHGS predicting HRQoL; c = total effect of anemia on HRQoL; c´ = direct effect of anemia on HRQoL; ab = indirect effect of anemia on HRQoL through RHGS.
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Kim, J.; Lee, I.; Song, M.; Kang, H. Relative Handgrip Strength Mediates the Relationship between Hemoglobin and Health-Related Quality of Life in Older Korean Adults. Healthcare 2022, 10, 2215. https://doi.org/10.3390/healthcare10112215

AMA Style

Kim J, Lee I, Song M, Kang H. Relative Handgrip Strength Mediates the Relationship between Hemoglobin and Health-Related Quality of Life in Older Korean Adults. Healthcare. 2022; 10(11):2215. https://doi.org/10.3390/healthcare10112215

Chicago/Turabian Style

Kim, Jeonghyeon, Inhwan Lee, Munku Song, and Hyunsik Kang. 2022. "Relative Handgrip Strength Mediates the Relationship between Hemoglobin and Health-Related Quality of Life in Older Korean Adults" Healthcare 10, no. 11: 2215. https://doi.org/10.3390/healthcare10112215

APA Style

Kim, J., Lee, I., Song, M., & Kang, H. (2022). Relative Handgrip Strength Mediates the Relationship between Hemoglobin and Health-Related Quality of Life in Older Korean Adults. Healthcare, 10(11), 2215. https://doi.org/10.3390/healthcare10112215

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