BACKGROUND: Chiropractic is the largest complementary and alternative medicine profession in the United States, with increasing global growth. A preliminary literature review suggests a lack of widespread diversity of chiropractic patient profiles. OBJECTIVE: There have been no prior studies to comprehensively integrate the literature on chiropractic utilization rates by race, ethnicity, and socioeconomic status. The purpose of this scoping review is to identify and describe the current state of knowledge of chiropractic utilization by race, ethnicity, education level, employment status, and income and poverty level. SEARCH STRATEGY: Systematic searches were conducted in PubMed, Ovid MEDLINE, Cumulative Index of Nursing and Allied Health Literature (CINAHL), Cochrane Database of Systematic Reviews, and Index to Chiropractic Literature from inception to May 2021. INCLUSION CRITERIA: Articles that reported race or ethnicity, education level, employment status, income or poverty level variables and chiropractic utilization rates for adults (≥18 years of age) were eligible for this review. DATA EXTRACTION AND ANALYSIS: Data extracted from articles were citation information, patient characteristics, race and ethnicity, education level, employment status, income and poverty level, and chiropractic utilization rate. A descriptive numerical summary of included studies is provided. This study provides a qualitative thematic narrative of chiropractic utilization with attention to race and ethnicity, education level, income and poverty level, and employment status. RESULTS: A total of 69 articles were eligible for review. Most articles were published since 2003 and reported data from study populations in the United States. Of the race, ethnicity and socioeconomic categories that were most commonly reported, chiropractic utilization was the highest for individuals identifying as European American/White/non-Hispanic White/Caucasian (median 20.00%; interquartile range 2.70%-64.60%), those with employment as a main income source (median utilization 78.50%; interquartile range 77.90%-79.10%), individuals with an individual or household/family annual income between $40,001 and $60,000 (median utilization 29.40%; interquartile range 25.15%-33.65%), and individuals with less than or equal to (12 years) high school diploma/general educational development certificate completion (median utilization 30.70%; interquartile range 15.10%-37.00%). CONCLUSION This comprehensive review of the literature on chiropractic utilization by race, ethnicity and socioeconomic status indicates differences in chiropractic utilization across diverse racial and ethnic and socioeconomic populations. Heterogeneity existed among definitions of key variables, including race, ethnicity, education level, employment status, and income and poverty level in the included studies, reducing clarity in rates of chiropractic utilization for these populations. Please cite this article as: Gliedt JA, Spector AL, Schneider MJ, Williams J, Young S. Disparities in chiropractic utilization by race, ethnicity and socioeconomic status: A scoping review of the literature. J Integr Med. 2023; 21(2): 159-167.
Humans ; United States ; Ethnicity ; Socioeconomic Factors ; Chiropractic ; Systematic Reviews as Topic ; Social Class

Objective: To calculate and compare the healthy life expectancy (HLE) of the middle-aged and elderly in China, the United States, and developing and developed countries in the European Union(EU) and analyze the impact of socioeconomic factors on HLE in different countries or regions. Methods: Four surveys from 2010 to 2019 were brought into the research. The data were collected from the China Health and Retirement Longitudinal Study, Health and Retirement Study, and the Survey of Health, Ageing and Retirement in Europe. Developed and developing countries in the EU were divided into two groups for calculation. Education level, total family wealth, and work retirement status were selected to measure socioeconomic status, and activities of daily living were used as health status indicators. We used the multi-state life cycle table method to calculate the transition probability between different health states and estimate life expectancy and HLE. Results: A total of 69 544 samples were included in the study. In terms of age, the middle-aged and elderly in the United States and developed countries of the EU have higher HLE in all age groups. In terms of gender, only Chinese women have lower HLE than men. Regarding socioeconomic factors, the middle-aged and elderly with higher education levels and total family wealth level have higher HLE. In China, working seniors have higher HLE, while for USA women and developed countries of the EU, retired or unemployed seniors have higher HLE. Conclusions: Demographic and socioeconomic factors impact HLE in different countries or regions. China should pay more attention to the health of women and the middle-aged and elderly retired with lower education and less total family wealth.
Aged ; Male ; Middle Aged ; United States ; Female ; Humans ; Healthy Life Expectancy ; European Union ; Activities of Daily Living ; Longitudinal Studies ; Socioeconomic Factors ; China/epidemiology*

OBJECTIVE: Complementary and alternative medicine use and type of use may be influenced by sociodemographic and economic determinants through which we could identify characteristics of patients with greater trend to use it. This paper aims to describe the changes in the consumption of homeopathic and natural remedies in Spain for three time points in order to discern changes in rate of consumption, associated factors and whether their use has been affected by a period of economic recession. METHODS: This study utilized 2006, 2011 and 2017 cross-sectional data from the Spanish National Health Survey, a nationally representative survey of the population aged more than 15 years old and resident in Spain. Independent bivariate and multivariate descriptive analyses for each of the 3 years studied were performed. RESULTS: The rate of consumption of both homeopathic and natural remedies has decreased over the periods studied. In spite of this decrease, the consumer profile appears to remain stable over the three periods. The sociodemographic factors associated with their consumption were being female, being 30-64 years old, being separated/divorced, having higher education qualifications, being employed and belonging to a higher social class. Psychiatric morbidity, chronic health problems such as pain, mental health problems or malignant tumors, and absence of major cardiovascular events were the clinical factors associated. CONCLUSION It can be concluded that beyond the economic situation, the use of homeopathic and natural remedies obeys to the needs of the patients related to their state of health and the response they receive from the health system. It may be that women have different needs and expectations of the healthcare system and, given this breach of expectations, seek remedy to alleviate their needs outside the system and conventional medicine.
Adolescent ; Adult ; Cross-Sectional Studies ; Female ; Homeopathy ; Humans ; Middle Aged ; Sociodemographic Factors ; Socioeconomic Factors ; Spain

Background: Tiered services, differentiated by the financial capacity of patients and related payment arrangements with hospitals, are the norm in Philippine facilities. This study considered how these, together with selected demographic and clinical factors, were associated with surgical care utilization, provision, and outcomes for patients with appendicitis in a public university hospital.

Methods: This was a retrospective cohort study, utilizing data obtained from an electronic patient registry. Patients who underwent emergent appendectomies from January 2017 to December 2018 were included. Data were analyzed using multivariate and logistic regression, with the following dependent variables: time from symptom onset to emergency department consultation (ED Lag), time from consult to surgery (OR Lag), selection for laparoscopic appendectomy (LA), the occurrence of complicated appendicitis (CA), and length of stay (LOS). Morbidities and mortalities were tallied.

Results: There were 1,501 patients included in the study. Young adult males comprised the majority and mostly had non-private accommodations. Non-CA was the impression in more than 80% of cases. Extremes of age were associated with longer ED and OR Lags, greater likelihood of CA, and longer LOS. Patients initially assessed as having CA had shorter OR Lags, were less likely to undergo LA, and had longer LOS. Private patients were more likely to have undergone LA, lower CA odds, and slightly longer LOS.

Conclusions: Variations in surgical care utilization, provision, and outcomes for patients with appendicitis were independently associated with socioeconomic and clinical status differences.

OBJECTIVE: The Guanzhong Plain of Shaanxi Province is a severely afflicted hemorrhagic fever with renal syndrome (HFRS) epidemic area, while HFRS prevalence has decreased in most epidemic areas in China. Little information is available regarding the leading fine-scale influencing factors in this highly HFRS-concentrated area and the roles of natural environmental and socioeconomic factors. To investigate this, two regions in the Guanzhong Plain, that is, the Chang'an District and Hu County, with similar geographical environments, different levels of economic development, and high epidemic prevalence, were chosen as representative areas of the HFRS epidemic. METHODS: Maximum entropy models were constructed based on HFRS cases and fine-scale influencing factors, including meteorological, natural environmental, and socioeconomic factors, from 2014 to 2016. RESULTS: More than 95% of the HFRS cases in the study area were located in the northern plains, which has an altitude of less than 800 m, with topography contributed 84.1% of the impact on the spatial differentiation of the HFRS epidemic. In the northern plains, precipitation and population density jointly affected the spatial differentiation of the HFRS epidemic, with contribution rates of 60.7% and 28.0%, respectively. By comparing the influencing factors of the northern plains of Chang'an District and Hu County, we found that precipitation and the normalized difference vegetation index (NDVI) dominated the HFRS epidemic in the relatively developed Chang'an District, while land-use type, temperature, precipitation and population density dominated the HFRS epidemic in the relatively undeveloped Hu County. CONCLUSION Topography was the primary key factor for HFRS prevalence in the Chang'an District and Hu County, and the spatial differentiation of HFRS was dominated by precipitation and population density in the northern plains. Compared with the influencing factors of the relatively developed Chang'an District, the developing Hu County was more affected by socioeconomic factors. When formulating targeted HFRS epidemic prevention and control strategies in the targeted areas, it is crucial to consider the local economic development state and combine natural environmental factors, including the meteorological environment and vegetation coverage.
Humans ; Hemorrhagic Fever with Renal Syndrome/epidemiology* ; China/epidemiology* ; Epidemics ; Socioeconomic Factors ; Altitude

BACKGROUND: Unawareness of stroke symptoms and low income are two barriers that affect the seeking of emergency medical service (EMS). This study aimed to assess the effect of unawareness and low income on seeking EMS and to investigate the regional distribution of the unawareness and low-income status and their associations with failing to call EMS in China. METHODS: A total of 187,723 samples from the China National Stroke Screening Survey was interviewed cross-sectionally. Four status of awareness and annual income were identified: unaware and low-income, unaware-only, low-income-only, and aware and regular income. The outcomes were whether they intended to call EMS or not. The regional distribution of each status and their associations with not calling EMS were presented. RESULTS: The status of unaware and low-income, unaware-only, and low-income-only accounted for 6.3% (11,806/187,673), 11.9% (22,241/187,673), and 21.5% (40,289/187,673) of the total sample, respectively. Not calling EMS was significantly associated with the status of unaware and low-income (odds ratio [OR]: 3.21, 95% confidence interval [CI]: 3.07-3.35), unaware-only (OR: 2.38, 95% CI: 2.31-2.46), and low-income-only (OR: 1.67, 95% CI: 1.63-1.71), compared with the aware and regular income status. The Midwest regions had higher percentages of people in the unaware and low-income status; the East, South, and Central had higher percentages of unaware-only status; the North and Northeast regions had a higher percentage of low-income-only status, compared with other regions. CONCLUSION The existence of the regional difference in unawareness and low income justifies the specific stroke education strategies for the targeted regions and population.
China ; Emergency Medical Services ; Humans ; Odds Ratio ; Socioeconomic Factors ; Stroke

Objective: This study aims to explore trends in sedentary behavior among Chinese children aged 6-17 years per demographic and social characteristics. Methods: A total of 4,341 children aged 6-17 years who participated in the Results: From 2004 to 2015, sedentary time among children aged 6-17 years increased from 23.9 ± 0.6 h/week to 25.7 ± 0.6 h/week ( Conclusions Sedentary time among Chinese children aged 6-17 years showed an upward trend from 2004 to 2015, especially among children residing in rural areas and regions with low urbanization levels.
Adolescent ; Asian Continental Ancestry Group ; Child ; China ; Female ; Health Surveys ; Humans ; Male ; Sedentary Behavior ; Socioeconomic Factors ; Urbanization

Cross-Sectional Studies ; Europe ; Farmers ; Humans ; Liver Cirrhosis ; Quality of Life ; Schistosomiasis ; Socioeconomic Factors ; Surveys and Questionnaires

INTRODUCTION: As part of infection control measures for COVID-19, individuals have been encouraged to adopt both preventive (such as handwashing) and avoidant behavioural changes (e.g. avoiding crowds). In this study, we examined whether demographics predicted the likelihood that a person would adopt these behaviours in Singapore. METHODS: A total of 1,145 participants responded to an online survey conducted between 7 March and 21 April 2020. We collected demographic information and asked participants to report which of 17 behaviour changes they had undertaken because of the COVID-19 outbreak. Regression analyses were performed to predict the number of behavioural changes (preventive, avoidant, and total) as a function of demographics. Finally, we sought to identify predictors of persons who declared that they had not undertaken any of these measures following the outbreak. RESULTS: Most participants (97%) reported at least one behavioural change on account of the pandemic, with changes increasing with the number of local COVID-19 cases ( CONCLUSION Our characterisation of behavioural changes provides a baseline for public health advisories. Moving forward, health authorities can focus their efforts on encouraging segments of the population who do not readily adopt infection control measures against COVID-19.
Adult ; Age Factors ; Aged ; Aged, 80 and over ; COVID-19/psychology* ; Female ; Follow-Up Studies ; Hand Disinfection/trends* ; Health Behavior ; Health Policy ; Health Surveys ; Humans ; Male ; Middle Aged ; Pandemics ; Physical Distancing ; Risk-Taking ; Self Report ; Sex Factors ; Singapore/epidemiology* ; Socioeconomic Factors

Objective: To assess the association of socioeconomic status with the burden of cataract blindness in terms of year lived with disability (YLD) rates and to determine whether ultraviolet radiation (UVR) levels modify the effect of socioeconomic status on this health burden. Methods: National and subnational age-standardized YLD rates associated with cataract-related blindness were derived from the Global Burden of Disease (GBD) study 2017. The human development index (HDI) from the Human Development Report was used as a measure of socioeconomic status. Estimated ground-level UVR exposure was obtained from the Ozone Monitoring Instrument (OMI) dataset of the National Aeronautics and Space Administration (NASA). Results: Across 185 countries, socioeconomic status was inversely associated with the burden of cataract blindness. Countries with a very high HDI had an 84% lower age-standardized YLD rate [95% confidence interval ( Conclusion Long-term high-UVR exposure amplifies the association of poor socioeconomic status with the burden of cataract-related blindness. The findings emphasize the need for strengthening UVR exposure protection interventions in developing countries with high-UVR exposure.
Blindness/etiology* ; Cataract/etiology* ; Female ; Global Burden of Disease/statistics & numerical data* ; Humans ; Male ; Quality-Adjusted Life Years ; Social Class ; Socioeconomic Factors ; Ultraviolet Rays/adverse effects*