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      Does the socioeconomic status predict health service utilization in persons with enhanced health care needs? Results from a population-based survey in persons with spinal cord lesions from Switzerland

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          Abstract

          Background

          Evidence suggests that the socioeconomic status (SES) affects individuals’ health service utilization. Spinal cord injury is a condition that often leads to physical impairments and enhanced health care needs. It therefore presents an informative and yet under-researched case in point to investigate social inequalities in health service utilization. This study aims to describe associations between SES and health service utilization in adults with spinal cord injury from Switzerland.

          Methods

          We use cross-sectional data from 1,294 participants of the Swiss Spinal Cord Injury Cohort Study community survey 2017. SES was operationalized with education, household income, perceived financial hardship, subjective status, and granting of supplementary financial benefits. Health service utilization was assessed with information on visits to 13 different health care providers and four health care institutions (inpatient stays, outpatient clinics, emergency departments, specialized spinal cord centers) during the past 12 months. The dichotomized outcomes on service utilization (visited vs. not visited) were regressed on SES indicators, including adjustments for sociodemographics, lesion characteristics, and health status.

          Results

          Persons with higher SES reported higher likelihood for specialist, dentist, and dental hygienist visits and reported utilizing a larger number of different care providers. Further, specific SES indicators were associated with certain care provider visits (i.e., higher education and subjective status: higher odds for pharmacist visits; higher income: higher odds for natural healer visits; higher subjective status: higher odds for chiropractor visits; supplementary benefit granting: higher odds for general practitioner and home care service visits). We found statistically non-significant trends towards lower likelihood for inpatient stays, outpatient clinic and emergency department visits and enhanced likelihood for specialized spinal cord-center visits in higher SES groups.

          Conclusions

          This study generally supports the claim that basic health care provision is guaranteed for all patients with spinal cord injury in Switzerland, independently of their SES. However, social inequalities were still observed for the utilization of specific providers, such as oral health care providers. Given that oral health is key for health maintenance in persons with spinal cord injury, specific interventions to enhance regular dental check-ups in lower SES groups are highly recommended.

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s12939-022-01693-6.

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          Most cited references40

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          Multiple imputation by chained equations is a flexible and practical approach to handling missing data. We describe the principles of the method and show how to impute categorical and quantitative variables, including skewed variables. We give guidance on how to specify the imputation model and how many imputations are needed. We describe the practical analysis of multiply imputed data, including model building and model checking. We stress the limitations of the method and discuss the possible pitfalls. We illustrate the ideas using a data set in mental health, giving Stata code fragments. 2010 John Wiley & Sons, Ltd.
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            The MOS 36-ltem Short-Form Health Survey (SF-36)

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              The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research.

              To develop the Self-Administered Comorbidity Questionnaire (SCQ) and assess its psychometric properties, including the predictive validity of the instrument, as reflected by its association with health status and health care utilization after 1 year. A cross-sectional comparison of the SCQ with a standard, chart abstraction-based measure (Charlson Index) was conducted on 170 inpatients from medical and surgical care units. The association of the SCQ with the chart-based comorbidity instrument and health status (short form 36) was evaluated cross sectionally. The association between these measures and health status and resource utilization was assessed after 1 year. The Spearman correlation coefficient for the association between the SCQ and the Charlson Index was 0.32. After restricting each measure to include only comparable items, the correlation between measures was stronger (Spearman r = 0.55). The SCQ had modest associations with measures of resource utilization during the index admission, and with health status and resource utilization after 1 year. The SCQ has modest correlations with a widely used medical record-based comorbidity instrument, and with subsequent health status and utilization. This new measure represents an efficient method to assess comorbid conditions in clinical and health services research. It will be particularly useful in settings where medical records are unavailable.
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                Author and article information

                Contributors
                christine.fekete@workmastery.ch
                Journal
                Int J Equity Health
                Int J Equity Health
                International Journal for Equity in Health
                BioMed Central (London )
                1475-9276
                12 July 2022
                12 July 2022
                2022
                : 21
                : 94
                Affiliations
                [1 ]GRID grid.419770.c, Swiss Paraplegic Research, ; Guido A. Zäch Strasse 4, 6207 Nottwil, Switzerland
                [2 ]GRID grid.449852.6, ISNI 0000 0001 1456 7938, Department of Health Sciences & Medicine, , University of Lucerne, ; Frohburgstrasse 2, 6003 Lucerne, Switzerland
                [3 ] Work Mastery, Corporate Health Consulting, Pilatusstrasse 19, 6003 Lucerne, Switzerland
                [4 ]GRID grid.419769.4, ISNI 0000 0004 0627 6016, Swiss Paraplegic Center, ; Guido A. Zäch Strasse 1, 6207 Nottwil, Switzerland
                [5 ]GRID grid.449852.6, ISNI 0000 0001 1456 7938, Center of Primary and Community Care, , University of Lucerne, ; Frohburgstrasse 2, 6003 Lucerne, Switzerland
                Article
                1693
                10.1186/s12939-022-01693-6
                9275068
                35821147
                252c0318-5702-48ee-8393-e2859e8395c2
                © The Author(s) 2022

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 22 December 2021
                : 8 June 2022
                Categories
                Research
                Custom metadata
                © The Author(s) 2022

                Health & Social care
                socioeconomic status,social inequalities,health service utilization,spinal cord injury,switzerland

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