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Nakanishi M, Perry M, Bejjani R, Yamaguchi S, Usami S, van der Steen JT. Longitudinal associations between subjective cognitive impairment, pain and depressive symptoms in home-dwelling older adults: Modelling within-person effects. Int J Geriatr Psychiatry 2024; 39:e6103. [PMID: 38761159 DOI: 10.1002/gps.6103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 05/03/2024] [Indexed: 05/20/2024]
Abstract
OBJECTIVES Cognitive impairment, pain and depressive symptoms are common and interrelated factors in older adults. However, the directionality and specificity of their association remains unclarified. This study explored whether these factors prospectively increase reciprocal risk and examined the longitudinal association between these factors and quality of life (QoL). METHODS This study used longitudinal data from The Older Persons and Informal Caregivers Survey Minimal Data Set (TOPICS-MDS; the Netherlands). Older adults self-reported cognitive impairment, pain, depressive symptoms and QoL at baseline and after 6 and 12 months of follow-up. The Random Intercept Cross-Lagged Panel Model was used to assess the prospective association between the three factors, while a multilevel linear regression analysis in a two-level random intercept model was used to examine the longitudinal associations between the three factors and QoL at the within-person level. RESULTS The data of 11,582 home-dwelling older adults with or without subjective cognitive impairment were analysed. At the within-person level, pain at 6 months was associated with subsequent depressive symptoms (β = 0.04, p = 0.024). The reverse association from depression to pain, and longitudinal associations between pain and subjective cognitive impairment and between depressive symptoms and subjective cognitive impairment were non-significant. Pain, depressive symptoms and subjective cognitive impairment showed a significant association with poor QoL 6 months later. CONCLUSIONS A directional relationship was observed from pain to depressive symptoms. Pain reduction holds a potential benefit in the prevention of depressive symptoms, ultimately optimising the QoL of older adults.
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Affiliation(s)
- Miharu Nakanishi
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands
- Department of Psychiatric Nursing, Tohoku University Graduate School of Medicine, Sendai-shi, Miyagi, Japan
- Research Center for Social Science & Medicine, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Marieke Perry
- Radboudumc Alzheimer Center, Radboud university medical center, Nijmegen, the Netherlands
- Department of Geriatric Medicine, Radboud university medical center, Nijmegen, the Netherlands
- Department of Primary and Community Care, Radboud university medical center, Nijmegen, the Netherlands
| | - Rachele Bejjani
- Hariri School of Nursing, American University of Beirut, Beirut, Lebanon
| | - Satoshi Yamaguchi
- Research Center for Social Science & Medicine, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Satoshi Usami
- Graduate School of Education, The University of Tokyo, Tokyo, Japan
| | - Jenny T van der Steen
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands
- Radboudumc Alzheimer Center, Radboud university medical center, Nijmegen, the Netherlands
- Department of Primary and Community Care, Radboud university medical center, Nijmegen, the Netherlands
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Topping M, Fletcher J. Educational attainment, family background and the emergence of pain gradients in adulthood. Soc Sci Med 2024; 346:116692. [PMID: 38460426 PMCID: PMC10978221 DOI: 10.1016/j.socscimed.2024.116692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 02/09/2024] [Accepted: 02/12/2024] [Indexed: 03/11/2024]
Abstract
Current studies have indicated that the number of individuals living with pain has risen in recent years, with nearly half of all adults in some countries living with some form of pain. Such trends have prompted researchers to explore differences in pain across different sociodemographic groups, with a dominant focus on educational attainment. However, much of the studies fail to consider the confounding role of early life characteristics, such as family background. Using data on over 400,000 individuals from the UK Biobank, we look at how educational attainment is associated with nine different domains of pain (headache, facial, neck, back, hip, knee, stomach, all over, and no pain). Ultimately, we find that compared to those with no educational credentials, education is associated with anywhere between a 0.1-15% change in the likelihood of reporting pain, depending on pain type and education level, with the greatest change occurring in those with the highest level. Yet, when accounting for family background characteristics in the form of sibling fixed effects, nearly all relationships between education and pain fell by either 50% or were eliminated. We ultimately conclude that failure to consider early life characteristics, such as family background characteristics may lead to inflated estimates of pain, and that future research should delve into early life exposures and their influence on pain in adulthood.
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Affiliation(s)
- Michael Topping
- Department of Sociology, Center for Demography and Ecology, Center for Demography of Health and Aging, University of Wisconsin-Madison, United States.
| | - Jason Fletcher
- La Follette School of Public Affairs, Center for Demography of Health and Aging, University of Wisconsin-Madison, United States.
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Rapetti R, Franchino EC, Visca S, Riccomagno E, Porro F, Vittonetto D, Piacenza A. Observed and Perceived Pain: Findings of a Cross-Sectional Study in Hospitalized Subjects. Pain Manag Nurs 2024; 25:131-136. [PMID: 37923597 DOI: 10.1016/j.pmn.2023.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 09/22/2023] [Accepted: 09/24/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Pain constitutes a serious problem of a health, economic, ethical, and social equity nature affecting negatively quality of life. Its assessment is often subjected to overestimation or underestimation. AIM The aim of this study is threefold: (1) to estimate the prevalence of pain in hospitalized patients; (2) to assess the grade of correlation between the level of pain observed by the nurses and the pain perceived by the patients; and (3) to examine the level of scientific knowledge among the healthcare professionals. DESIGN Cross-sectional study. METHODS The intensity level of observed and perceived pain has been evaluated in 401 patients with validated scales. Analyzed data have been extracted from the electronic medical record and integrated into the data-collection sheet. A questionnaire has been submitted to nurses to investigate their level of knowledge on pain assessment and management. RESULTS The study included 350 patients out of 401; for 51 patients the "pain" data was missing. Prevalence of perceived pain was 40.15%. Nurses overestimated pain in 7.43% of cases and underestimated it in 24.9%. The majority of the nursing staff claimed to be aware of the pain topic, however, they showed some uncertainties in clinical practice. CONCLUSIONS The differential variation between the observed pain and the perceived one resulted in 43.71% of cases, highlighting the dependence on the two variables: "area of hospitalization" and "intensity level". The observation and monitoring of pain did not appear to be a consolidated practice, thus representing an important area for investments in the nursing profession.
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Affiliation(s)
| | | | | | - Eva Riccomagno
- Department of Mathematics, University of Genoa, Genova, Italy
| | - Francesco Porro
- Department of Mathematics, University of Genoa, Genova, Italy
| | | | - Alberto Piacenza
- Local Healthcare Unit, Savona, Italy; Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genova, Italy.
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Liang Y. Life course socioeconomic status, chronic pain, and the mediating role of allostatic load: findings from the midlife in the United States. Front Public Health 2024; 12:1365105. [PMID: 38562255 PMCID: PMC10982432 DOI: 10.3389/fpubh.2024.1365105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 03/05/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction Low socioeconomic status (SES) has been linked to chronic pain (CP); however, the mechanisms by which SES over the life course influences downstream CP outcomes remain unclear. Methods This study utilizes data from the Midlife in the United States (MIDUS) survey, a prospective sample of community-dwelling individuals (N=781), to investigate the chain of risk additive model of SES in relation to CP. Additionally, the study examines the mediating role of allostatic load (AL) in the relationship between life course SES and CP. Confirmatory factor analysis was employed to capture the multidimensionality of life course SES and path analysis was used to examine the direct and indirect effects on CP. AL was computed by quartile-based summation and by latent class analysis. Results Results indicated lower SES in MIDUS 2 was associated with greater high-interference CP odds in MIDUS 3 (OR=1.069, 95% CI=1.006-1.136, P < 0.05) and no association was found between distal SES and levels of CP interference. Similarly, no significant relationship was observed between SES and the number of CP locations. Additionally, no additive effects of SES were found, and AL did not present mediation effects on the association between life course SES and CP. Discussion The present study emphasizes the importance of directly proximal effects of SES on CP, underscoring the need for equitable distribution of health resources and the implementation of policies focused on diminishing socioeconomic inequalities. Further research is needed to examine alternative pathways by which proximal SES impact CP.
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Affiliation(s)
- Yunlong Liang
- Institute for Social and Economic Research, University of Essex, Colchester, United Kingdom
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Ogliari G, Ryg J, Andersen-Ranberg K, Scheel-Hincke LL, Collins JT, Cowley A, Di Lorito C, Booth V, Smit RAJ, Akyea RK, Qureshi N, Walsh DA, Harwood RH, Masud T. Association between pain intensity and depressive symptoms in community-dwelling adults: longitudinal findings from the Survey of Health, Ageing and Retirement in Europe (SHARE). Eur Geriatr Med 2023; 14:1111-1124. [PMID: 37450107 PMCID: PMC10587243 DOI: 10.1007/s41999-023-00835-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 07/04/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE To investigate the longitudinal associations between pain and depressive symptoms in adults. METHODS Prospective cohort study on data from 28,515 community-dwelling adults ≥ 50 years, free from depression at baseline (Wave 5), with follow-up in Wave 6 of the Survey of Health, Ageing and Retirement in Europe (SHARE). Significant depressive symptoms were defined by a EURO-D score ≥ 4. The longitudinal association between baseline pain intensity and significant depressive symptoms at follow-up was analysed using logistic regression models; odds ratios (ORs) and confidence intervals (CI) were calculated, adjusting for socio-demographic and clinical factors, physical inactivity, loneliness, mobility and functional impairments. RESULTS Mean age was 65.4 years (standard deviation 9.0, range 50-99); 14,360 (50.4%) participants were women. Mean follow-up was 23.4 (standard deviation 3.4) months. At baseline, 2803 (9.8%) participants reported mild pain, 5253 (18.4%) moderate pain and 1431 (5.0%) severe pain. At follow-up, 3868 (13.6%) participants-1451 (10.3%) men and 2417 (16.8%) women-reported significant depressive symptoms. After adjustment, mild, moderate and severe baseline pain, versus no pain, were associated with an increased likelihood of significant depressive symptoms at follow-up: ORs (95% CI) were 1.20 (1.06-1.35), 1.32 (1.20-1.46) and 1.39 (1.19-1.63), respectively. These associations were more pronounced in men compared to women, and consistent in participants aged 50-64 years, those without mobility or functional impairment, and those without loneliness at baseline. CONCLUSION Higher baseline pain intensity was longitudinally associated with a greater risk of significant depressive symptoms at 2-year follow-up, in community-dwelling adults without baseline depression.
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Affiliation(s)
- Giulia Ogliari
- Department of Health Care of Older People (HCOP), Queen's Medical Centre, Nottingham University Hospitals NHS Trust, Derby Road, Nottingham, Nottinghamshire, NG7 2UH, UK
| | - Jesper Ryg
- Department of Geriatric Medicine, Odense University Hospital, Odense, Denmark
- Geriatric Research Unit, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Karen Andersen-Ranberg
- Department of Geriatric Medicine, Odense University Hospital, Odense, Denmark
- Geriatric Research Unit, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Unit for Epidemiology, Biostatistics and Biodemography, Department of Public Health, University of Southern Denmark, 5000, Odense, Denmark
| | - Lasse Lybecker Scheel-Hincke
- Unit for Epidemiology, Biostatistics and Biodemography, Department of Public Health, University of Southern Denmark, 5000, Odense, Denmark
| | - Jemima T Collins
- Department of Health Care of Older People (HCOP), Queen's Medical Centre, Nottingham University Hospitals NHS Trust, Derby Road, Nottingham, Nottinghamshire, NG7 2UH, UK
- University of Nottingham, Nottingham, UK
| | - Alison Cowley
- University of Nottingham, Nottingham, UK
- Research & Innovation, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Claudio Di Lorito
- Division of Primary Care and Population Health, University College London, London, UK
| | - Vicky Booth
- University of Nottingham, Nottingham, UK
- Research & Innovation, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Roelof A J Smit
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, Building 7 (Maersk Tower), 2200, Copenhagen, Denmark
| | - Ralph K Akyea
- Primary Care Stratified Medicine, School of Medicine, University of Nottingham, Nottingham, UK
| | - Nadeem Qureshi
- Primary Care Stratified Medicine, School of Medicine, University of Nottingham, Nottingham, UK
| | - David A Walsh
- Pain Centre Versus Arthritis, University of Nottingham, Nottingham, UK
- Sherwood Forest Hospitals NHS Foundation Trust, Sutton-in-Ashfield, UK
| | - Rowan H Harwood
- Department of Health Care of Older People (HCOP), Queen's Medical Centre, Nottingham University Hospitals NHS Trust, Derby Road, Nottingham, Nottinghamshire, NG7 2UH, UK.
- University of Nottingham, Nottingham, UK.
- NIHR Applied Research Collaboration-East Midlands, Nottingham, UK.
| | - Tahir Masud
- Department of Health Care of Older People (HCOP), Queen's Medical Centre, Nottingham University Hospitals NHS Trust, Derby Road, Nottingham, Nottinghamshire, NG7 2UH, UK
- NIHR Applied Research Collaboration-East Midlands, Nottingham, UK
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Liang Y. The mediating effect of allostatic load on the association between life course socioeconomic disadvantage and chronic pain: a prospective finding from the National Survey of Midlife Development in the United States. FRONTIERS IN PAIN RESEARCH 2023; 4:1213750. [PMID: 37521943 PMCID: PMC10374263 DOI: 10.3389/fpain.2023.1213750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 06/26/2023] [Indexed: 08/01/2023] Open
Abstract
Background Socioeconomic disadvantages (SEDs) are associated with chronic pain (CP) and allostatic load (AL). Few prospective population-based studies have examined the relationship between life course SED, CP interference, and CP widespreadness, and there is no prospective population-based study on whether AL mediates the association between SED and CP. Objective In this study, we investigated whether the prospective effect of SED on CP at Midlife in the United States (MIDUS) 3 is consistent with the accumulation of risk model and social mobility model, using the National Survey of MIDUS (n = 593). To prepare for the mediation analysis, we tested (1) whether SED would be prospectively associated with AL in the MIDUS 2 biomarker project, (2) whether AL would be prospectively associated with CP, and (3) whether childhood, as a critical period, moderated the association between AL and CP. In addition, the mediating effect of AL on the association between SED and CP was examined. Method SED was measured using cumulative scores and disadvantage trajectories derived from latent class trajectory modeling (LCTM). After multiple imputations, analyses were conducted using multinomial logistic regression for CP and negative binomial regression for AL, respectively. Finally, mediation analyses and moderated mediation analyses were performed. Results LCTM identified three SED trajectories, namely, constant low, high to low, and medium to high. The results showed that proximal cumulative SED was associated with high-interference CP. Furthermore, compared with the group with constant low SED, the group with medium-to-high SED was significantly associated with high-interference pain and experienced pain in at least three different sites. Cumulative SED and deteriorating SED trajectories were associated with higher AL, consistent with previous studies. Furthermore, childhood SED moderated the effect of AL on CP widespreadness and unexpectedly demonstrated a protective effect, while other associations between AL and CP were not significant. Subsequent mediation analysis did not yield statistically significant evidence. Conclusions People who experienced more recent SED or increasing disadvantage throughout their lives were more likely to suffer from CP, and this association was not mediated by physiological system dysregulation caused by chronic stress. Therefore, measures to alleviate AL may not be effective in protecting socioeconomically disadvantaged populations from CP.
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Teets R, Nielsen A, Moonaz S, Anderson BJ, Mah DM, Walter E, Milanes M, Jyung H, Soto Cossio LE, Meissner P, McKee MD, Kligler B. Group Acupuncture Therapy With Yoga Therapy for Chronic Neck, Low Back, and Osteoarthritis Pain in Safety Net Settings for an Underserved Population: A Feasibility Pilot Study. GLOBAL ADVANCES IN INTEGRATIVE MEDICINE AND HEALTH 2023; 12:27536130231202515. [PMID: 37779670 PMCID: PMC10540610 DOI: 10.1177/27536130231202515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 08/24/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023]
Abstract
Background Acupuncture and yoga have both been shown to be effective in chronic pain. Underrepresented populations have poorer pain outcomes with less access to effective pain care. Objective To assess the feasibility of bundling group acupuncture with yoga therapy for chronic neck, back or osteoarthritis pain in safety net settings. Methods This was a feasibility pilot in Bronx and Harlem primary care community health centers. Participants with chronic neck, back or osteoarthritis pain received acupuncture and yoga therapy over a 10-week period. Participants received 10 weekly acupuncture treatments in group setting; with Yoga therapy sessions beginning immediately following the 3rd session. Primary outcome was pain interference and pain intensity on the Brief Pain Inventory (BPI); Outcomes were measured at baseline, 10-week close of intervention, and 24-week follow-up. Results 93 patients were determined to be eligible and completed the baseline interview. The majority of participants were non-White and Medicaid recipients. 78 (84%) completed the intervention and 10-week survey, and 58 (62%) completed the 24-week post intervention survey. Participants received an average number of 6.5 acupuncture sessions (out of a possible 10), and 4 yoga sessions (out of a possible 8) over the 10-week intervention. Patients showed statistically significant improvements in pain at the close of the intervention and at a somewhat lesser rate, at 24-weeks post intervention. Challenges included telephone outreach and site coordination integrating acupuncture with yoga therapy. The trial also had to be stopped early due to the COVID-19 pandemic. Conclusions Bundling acupuncture therapy and yoga therapy is feasible for an underrepresented population with chronic pain in urban community health centers with preliminary indications of acceptability and benefit to participants.
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Affiliation(s)
- Raymond Teets
- Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, Woodstock, NY, USA
- Institute for Family Health, New York, NY, USA
| | - Arya Nielsen
- Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, Woodstock, NY, USA
| | - Steffany Moonaz
- Department of Clinical and Health Services Research, Southern California University of Health Sciences, Whittier, CA, USA
| | - Belinda J Anderson
- College of Health Professions, Pace University, New York, NY, USA
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Pacific College of Health and Science, New York, NY, USA
| | - Donna M Mah
- Pacific College of Health and Science, New York, NY, USA
| | - Eve Walter
- Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, Woodstock, NY, USA
- Institute for Family Health, New York, NY, USA
| | | | - Hyowoun Jyung
- Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, Woodstock, NY, USA
- Institute for Family Health, New York, NY, USA
| | | | - Paul Meissner
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - M Diane McKee
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Family Medicine & Community Health, University of Massachusetts Medical School, North Worcester, NY, USA
| | - Benjamin Kligler
- Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, Woodstock, NY, USA
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Integrative Health Coordinating Center, US Veterans Health Administration, Washington, NY, USA
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Mayoral Rojals V, Canós Verdecho Á, Soler López B. Assessment of the Management of Patients with Chronic Pain Referred to a Specialized Pain Unit: A Cross-Sectional Multicenter Study (the DUO Project). J Clin Med 2022; 11:jcm11133586. [PMID: 35806871 PMCID: PMC9267154 DOI: 10.3390/jcm11133586] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/08/2022] [Accepted: 06/21/2022] [Indexed: 01/27/2023] Open
Abstract
A multicenter cross-sectional study was designed to assess the quality of treatment of 1190 patients with chronic pain at the time of referral to a specialized pain unit. A total of 119 physicians from 77 pain units throughout Spain collected 23 indicators of the quality of care from 10 consecutive clinical records of chronic pain patients (5 men, 5 women). Degenerative spinal diseases (38.6%) and lumbosciatic pain (29.8%) were the most common etiologies. At the time of referral to the pain unit, 9.8% of patients were not receiving any analgesic treatment. Treatment was modified in 88.1% of the patients by adding adjuvant drugs, adding opioids or increasing the doses of analgesic medications, and using analgesic techniques. Women had higher percentages of osteoarthritis, headache and fibromyalgia as the cause of pain, longer duration of pain and severe pain intensity, and a higher proportion of changes in the diagnosis of the underlying condition with which they had been referred to the pain unit. Improvements should be made in the patient management and referral protocols not only in the clinics prior to patient referral to the pain unit, but also in the pain units themselves.
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Affiliation(s)
- Víctor Mayoral Rojals
- Pain Unit, Hospital Universitari de Bellvitge, IDIBELL, L’Hospitalet de Llobregat, 08907 Barcelona, Spain;
| | | | - Begoña Soler López
- Medical Department, E-C-BIO, S.L., Las Rozas, 28230 Madrid, Spain
- Correspondence:
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Axon DR, Pesqueira T, Jarrell B, Dicochea D. Correlation of self-reported pain severity and healthcare expenditures in older United States adults. Scand J Pain 2022; 22:133-141. [PMID: 34786898 DOI: 10.1515/sjpain-2021-0148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/29/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Healthcare expenditures of older United States (US) adults with different pain severity levels are important to investigate given the increasing prevalence of pain in this population. This study assessed the correlation of healthcare expenditures among older US adults with different pain severities, hypothesizing that expenditures would increase as pain severity increased. METHODS This retrospective cross-sectional database study used 2018 Medical Expenditure Panel Survey (MEPS) data and included US adults aged ≥50 with self-reported pain in the past four weeks and positive healthcare costs. Adjusted linear regression models with logarithmically transformed expenditure data compared differences in: total; office-based; outpatient; emergency room; inpatient; other; and prescription medication expenditures, between those with little, moderate, quite a bit, and extreme pain. Analyses were weighted to account for the complex MEPS design and to obtain nationally representative estimates. The a priori alpha level was 0.05. RESULTS The eligible sample of 5,123 individuals produced a weighted study population of 57,134,711 US adults aged ≥50 with pain (little = 53.1%, moderate = 21.6%, quite-a-bit = 18.5%, extreme = 6.8%). In adjusted linear regression models, compared to little pain, extreme pain had the greatest level of costs, followed by quite a bit pain and moderate pain, for total, office-based, and prescription medication costs. For instance, compared to little pain, total healthcare costs were 78% greater for those with extreme pain, 51% greater for quite a bit pain, and 37% greater for moderate pain. However, this pattern was not observed for outpatient, emergency room, inpatient, and other costs, where ≥1 comparison for each cost category was not statistically significant. CONCLUSIONS This study found total healthcare costs increased as pain severity increased, yet this was not always the case when analyzing subcategories of healthcare costs. Further research is needed to investigate why some types of healthcare costs are greater with increasing pain severity, yet others are not.
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Affiliation(s)
- David R Axon
- University of Arizona College of Pharmacy, Tucson, AZ, USA
| | | | - Briana Jarrell
- University of Arizona College of Pharmacy, Tucson, AZ, USA
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10
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Glei DA, Stokes AC, Weinstein M. Widening Socioeconomic Disparities in Pain and Physical Function Among Americans Are Linked with Growing Obesity. J Aging Health 2022; 34:78-87. [PMID: 34459255 PMCID: PMC8751296 DOI: 10.1177/08982643211028121] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Objectives: We investigate whether obesity accounts for widening socioeconomic disparities in pain. Methods: Based on nationally representative samples of Americans aged 25-74 in 1995-1996 and 2011-2014, we use logistic regression to model period change in headaches, backaches, and joint aches as well as physical limitations and to determine whether those changes vary by a multidimensional measure of socioeconomic status. Results: Prevalence of backaches, joint aches, physical limitations, and obesity increased between the mid-1990s and the early 2010s, particularly among more disadvantaged Americans. Socioeconomic disparities in frequent backaches, frequent joint pain, and physical limitations more than doubled over this period. We estimate that obesity and health conditions may account for nearly a quarter of the widening disparity in frequent backaches and about half of the widening disparity in frequent joint pain and physical limitations. Discussion: Widening disparities in backaches, joint pain, and physical limitations have coincided with growing obesity.
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Affiliation(s)
- Dana A. Glei
- Center for Population and Health, Georgetown University, Washington, DC
| | - Andrew C. Stokes
- Department of Global Health, Boston University School of Public Health, Boston, MA
| | - Maxine Weinstein
- Center for Population and Health, Georgetown University, Washington, DC
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11
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Glei DA, Weinstein M. Disadvantaged Americans are suffering the brunt of rising pain and physical limitations. PLoS One 2021; 16:e0261375. [PMID: 34882731 PMCID: PMC8659634 DOI: 10.1371/journal.pone.0261375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 11/29/2021] [Indexed: 11/25/2022] Open
Abstract
Using data from three national surveys of US adults (one cohort and two cross-sectional studies, covering the period from the mid-1990s to the mid-2010s), we quantify the degree to which disparities by socioeconomic status (SES) in self-reported pain and physical limitations widened and explore whether they widened more in midlife than in later life. Unlike most prior studies that use proxy measures of SES (e.g., education), we use a multidimensional measure of SES that enables us to evaluate changes over time in each outcome for fixed percentiles of the population, thereby avoiding the problem of lagged selection bias. Results across multiple datasets demonstrate that socioeconomic disparities in pain and physical limitations consistently widened since the late 1990s, and if anything, widened even more in midlife than in late life (above 75). For those aged 50-74, the SES disparities in most outcomes widened by more than 50% and in some cases, the SES gap more than doubled. In contrast, the magnitude of SES widening was much smaller above age 75 and, in the vast majority of cases, not significant. Pain prevalence increased at all levels of SES, but disadvantaged Americans suffered the largest increases. Physical function deteriorated for those with low SES, but there was little change and perhaps improvement among the most advantaged Americans. At the 10th percentile of SES, the predicted percentage with a physical limitation at age 50 increased by 6-10 points between the late-1990s and the 2010s, whereas at the 90th percentile of SES, there was no change in two surveys and in the third survey, the corresponding percentage declined from 31% in 1996-99 to 22% in 2016-18. The worst-off Americans are being left behind in a sea of pain and physical infirmity, which may have dire consequences for their quality of life and for society as a whole (e.g., lost productivity, public costs).
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Affiliation(s)
- Dana A. Glei
- Center for Population and Health, Georgetown University, Washington, DC, United States of America
| | - Maxine Weinstein
- Center for Population and Health, Georgetown University, Washington, DC, United States of America
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12
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Andrasfay T, Raymo N, Goldman N, Pebley AR. Physical work conditions and disparities in later life functioning: Potential pathways. SSM Popul Health 2021; 16:100990. [PMID: 34917747 PMCID: PMC8666356 DOI: 10.1016/j.ssmph.2021.100990] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/19/2021] [Accepted: 11/30/2021] [Indexed: 11/24/2022] Open
Abstract
Research in the US on the social determinants of reduced physical functioning at older ages has typically not considered physical work conditions as contributors to disparities. We briefly describe a model of occupational stratification and segregation, review and synthesize the occupational health literature, and outline the physiological pathways through which physical work exposures may be tied to long-term declines in physical functioning. The literature suggests that posture, force, vibration, and repetition are the primary occupational risk factors implicated in the development of musculoskeletal disorders, through either acute injuries or longer-term wear and tear. Personal risk factors and environmental and structural work characteristics can modify this association. In the long-term, these musculoskeletal disorders can become chronic and ultimately lead to functional limitations and disabilities that interfere with one's quality of life and ability to remain independent. We then use data on occupational characteristics from the Occupational Information Network (O*NET) linked to the 2019 American Community Survey (ACS) to examine disparities among sociodemographic groups in exposure to these risk factors. Occupations with high levels of these physical demands are not limited to those traditionally thought of as manual or blue-collar jobs and include many positions in the service sector. We document a steep education gradient with less educated workers experiencing far greater physical demands at work than more educated workers. There are pronounced racial and ethnic differences in these exposures with Hispanic, Black, and Native American workers experiencing higher risks than White and Asian workers. Occupations with high exposures to these physical risk factors provide lower compensation and are less likely to provide employer-sponsored health insurance, making it more difficult for workers to address injuries or conditions that arise from their jobs. In sum, we argue that physical work exposures are likely an important pathway through which disparities in physical functioning arise.
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Affiliation(s)
- Theresa Andrasfay
- Leonard Davis School of Gerontology, University of Southern California, USA
| | - Nina Raymo
- University of North Carolina Geriatrics Clinic, MedServe, AmeriCorps, USA
| | - Noreen Goldman
- Office of Population Research, Princeton School of Public and International Affairs, Princeton University, USA
| | - Anne R. Pebley
- California Center for Population Research, Fielding School of Public Health, University of California Los Angeles, USA
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13
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Yang Y, Grol-Prokopczyk H, Reid MC, Pillemer K. The Relationship between Pain and Psychological Distress during the COVID-19 Pandemic: Is Social Technology Use Protective? PAIN MEDICINE 2021; 23:280-287. [PMID: 34480572 PMCID: PMC8499956 DOI: 10.1093/pm/pnab262] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 07/27/2021] [Accepted: 08/21/2021] [Indexed: 11/18/2022]
Abstract
Objectives The COVID-19 pandemic and resulting shelter-in-place orders have profoundly changed the everyday social environment. This study examines the relationship between pain and psychological distress (depression, anxiety, and loneliness) among U.S. adults ages 54 and older during the pandemic. We also test whether use of technology for social purposes moderates the association between pain severity and psychological distress. Methods Using cross-sectional data on 1,014 adults ages 54 and older (pain free, n = 637; mild pain, n = 106; moderate pain, n = 227; and severe pain, n = 64) from the 2020 Health and Retirement Study COVID-19 Project (Early, Version 1.0), we conducted regression analyses to test the association between pain severity and psychological outcomes and to assess social technology use frequency as a moderator. Results Compared with their pain-free peers, participants with mild-to-moderate pain reported more depressive symptoms and greater loneliness; those with severe pain reported higher levels of depression, anxiety, and loneliness. Social technology use was associated with lower levels of depression and loneliness. However, interaction analyses show that social technology use predicted an increase in depression for individuals with pain but a decrease in depression among pain-free individuals. For anxiety and loneliness, no significant effects of social technology use were observed. Conclusion Older adults with pain are at high risk of depression, anxiety, and loneliness during the pandemic. Although social technologies have become a common alternative to face-to-face interactions during the COVID-19 crisis, and overall they can provide mental health benefits, our results suggest that social technologies can be detrimental to psychological well-being among people with pain. These findings can inform technology-based interventions aiming to promote well-being among older adults with pain.
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Affiliation(s)
- Yulin Yang
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, NY
| | - Hanna Grol-Prokopczyk
- Department of Sociology, University at Buffalo, State University of New York, Buffalo, NY
| | - M Carrington Reid
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, NY
| | - Karl Pillemer
- Division of Geriatrics and Palliative Medicine, Weill Cornell Medicine, New York, NY.,Department of Human Development, Cornell University, Ithaca, NY
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14
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Song C, Marshall GL, Reed A, Baker TA, Thorpe RJ. Examining the Association of Pain and Financial Hardship Among Older Men by Race in the United States. Am J Mens Health 2021; 15:15579883211049605. [PMID: 34587818 PMCID: PMC8488413 DOI: 10.1177/15579883211049605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 08/29/2021] [Accepted: 09/08/2021] [Indexed: 11/26/2022] Open
Abstract
Pain associated with financial hardship among older men varies by race. The purpose of this study was to examine the association of financial hardship with the presence of pain in men 50 years and older by race. Using the Health and Retirement Study (HRS) 2010 wave, bivariate and multivariate logistic regression models were used to assess the association between four financial hardship indicators and total financial hardship as a composite score, and the presence of pain by race. Among White men, the association between the presence of pain and hardship controlling for demographic factors was statistically significant across four indicators and one composite score: ongoing financial hardship (OR = 1.29, 95% CI [1.02, 1.64]), food insecurity (OR = 2.55, 95% CI [1.51, 4.31]), taking less medication due to cost (OR = 2.12, 95% CI [1.40, 3.22]), difficulty paying bills (OR = 1.36, 95% CI [1.07, 1.73]), and total financial hardship (OR = 1.27, 95% CI [1.12, 1.44]). Among African American men, the association between the presence of pain and taking less medication due to cost (OR = 2.99, 95% CI [1.31, 6.85]) was significant. With increasing comorbidities among older adults, particularly African Americans, it is imperative to fully understand the mechanisms of this underexplored area in both the pain and financial hardship literature.
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Affiliation(s)
- Chiho Song
- School of Social Work, University of
Washington, Seattle, WA, USA
| | | | - Alyssa Reed
- School of Public Health, University of
Washington, Seattle, WA, USA
| | - Tamara A. Baker
- School of Medicine, University of North
Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Roland J. Thorpe
- Program for Research on Men’s Health,
Hopkins Center for Health Disparities Solutions, Johns Hopkins University,
Baltimore, MD, USA
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15
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Zajacova A, Grol-Prokopczyk H, Zimmer Z. Pain Trends Among American Adults, 2002-2018: Patterns, Disparities, and Correlates. Demography 2021; 58:711-738. [PMID: 33834222 PMCID: PMC8035485 DOI: 10.1215/00703370-8977691] [Citation(s) in RCA: 108] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Determining long-term trends in chronic pain prevalence is critical for evaluating and shaping U.S. health policies, but little research has examined such trends. This study (1) provides estimates of pain trends among U.S. adults across major population groups; (2) tests whether sociodemographic disparities in pain have widened or narrowed over time; and (3) examines socioeconomic, behavioral, psychological, and medical correlates of pain trends. Regression and decomposition analyses of joint, low back, neck, facial/jaw pain, and headache/migraine using the 2002-2018 National Health Interview Survey for adults aged 25-84 (N = 441,707) assess the trends and their correlates. We find extensive escalation of pain prevalence in all population subgroups: overall, reports of pain in at least one site increased by 10%, representing an additional 10.5 million adults experiencing pain. Socioeconomic disparities in pain are widening over time, and psychological distress and health behaviors are among the salient correlates of the trends. This study thus comprehensively documents rising pain prevalence among Americans across the adult life span and highlights socioeconomic, behavioral, and psychological factors as important correlates of the trends. Chronic pain is an important dimension of population health, and demographic research should include it when studying health and health disparities.
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Affiliation(s)
- Anna Zajacova
- Department of Sociology, The University of Western Ontario, London, Ontario, Canada
| | - Hanna Grol-Prokopczyk
- Department of Sociology, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Zachary Zimmer
- Department of Family Studies and Gerontology and Global Aging and Community Initiative, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
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16
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Powell VD, Abedini NC, Galecki AT, Kabeto M, Kumar N, Silveira MJ. Unwelcome Companions: Loneliness Associates with the Cluster of Pain, Fatigue, and Depression in Older Adults. Gerontol Geriatr Med 2021; 7:2333721421997620. [PMID: 33709010 PMCID: PMC7907946 DOI: 10.1177/2333721421997620] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 02/04/2021] [Indexed: 11/29/2022] Open
Abstract
Objective: Pain, fatigue, and depression commonly co-occur as a
symptom cluster in pathological inflammatory states. Psychosocial stressors such
as loneliness may lead to similar states through shared mechanisms. We
investigated the association of loneliness with pain, fatigue, and depression in
older adults. Methods: Using Health and Retirement Study data
(N = 11,766), we measured cross-sectional prevalence of
frequent, moderate to severe pain; severe fatigue; depressive symptoms; and
co-occurrence of symptoms surpassing threshold levels (i.e., symptom cluster).
Logistic regression models evaluated associations with loneliness.
Results: Pain, fatigue, and depression were reported in 19.2%,
20.0%, and 15.3% of the total sample, respectively. The symptom cluster was seen
in 4.9% overall; prevalence in lonely individuals was significantly increased
(11.6% vs. 2.3%, p < .0001). After adjusting for demographic
variables, loneliness associated with the symptom cluster (adjusted OR = 3.39,
95% CI = 2.91, 3.95) and each symptom (pain adjusted OR = 1.61, 95% CI = 1.48,
1.76; fatigue adjusted OR = 2.02, 95% CI = 1.85, 2.20; depression adjusted
OR = 4.34, 95% CI = 3.93, 4.79). Discussion: Loneliness strongly
associates with the symptom cluster of pain, fatigue, and depression. Further
research should examine causal relationships and investigate whether
interventions targeting loneliness mitigate pain, fatigue, and depression.
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Affiliation(s)
- Victoria D Powell
- Veterans Affairs Ann Arbor Geriatric Research, Education, and Clinical Center, MI, USA.,University of Michigan, Ann Arbor, USA
| | | | | | | | | | - Maria J Silveira
- Veterans Affairs Ann Arbor Geriatric Research, Education, and Clinical Center, MI, USA.,University of Michigan, Ann Arbor, USA
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17
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Janevic MR, Shute V, Murphy SL, Piette JD. Acceptability and Effects of Commercially Available Activity Trackers for Chronic Pain Management Among Older African American Adults. PAIN MEDICINE 2021; 21:e68-e78. [PMID: 31509196 DOI: 10.1093/pm/pnz215] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Wearable activity trackers may facilitate walking for chronic pain management. OBJECTIVE We assessed the acceptability of a commercially available tracker and three alternative modes of reporting daily steps among older adults in a low-income, urban community. We examined whether using the tracker (Fitbit ZipTM) was associated with improvements in functioning and activity. DESIGN Randomized controlled pilot and feasibility trial. SUBJECTS Fifty-one African American adults in Detroit, Michigan, aged 60 to 85 years, with chronic musculoskeletal pain (28 in the intervention group, 23 controls). METHODS Participants completed telephone surveys at baseline and eight weeks. Intervention participants wore trackers for six weeks, alternately reporting daily step counts via text messages, automated telephone calls, and syncing (two weeks each). We used multimethods to assess satisfaction with trackers and reporting modalities. Adherence was indicated by the proportion of expected days on which valid step counts were reported. We assessed changes in pain interference, physical function, social participation, walking frequency, and walking duration. RESULTS More than 90% of participants rated trackers as easy to use, but some had technical or dexterity-related difficulties. Text reporting yielded 79% reporting adherence vs 69% each for automated calls and syncing. Intervention participants did not show greater improvement in functioning or walking than controls. CONCLUSIONS With appropriate support, wearable activity trackers and mHealth reporting for chronic pain self-care are feasible for use by vulnerable older adults. Future research should test whether the effects of trackers on pain-related outcomes can be enhanced by incorporating behavior change strategies and training in evidence-based cognitive-behavioral techniques.
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Affiliation(s)
- Mary R Janevic
- Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, Michigan
| | - Varick Shute
- Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, Michigan
| | - Susan L Murphy
- Physical Medicine and Rehabilitation, University of Michigan Medical School, Ann Arbor, Michigan
| | - John D Piette
- Ann Arbor VA Center for Clinical Management Research and Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
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18
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Zajacova A, Rogers RG, Grodsky E, Grol-Prokopczyk H. The Relationship Between Education and Pain Among Adults Aged 30-49 in the United States. THE JOURNAL OF PAIN 2020; 21:1270-1280. [PMID: 32574784 PMCID: PMC7722114 DOI: 10.1016/j.jpain.2020.03.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 02/28/2020] [Accepted: 03/22/2020] [Indexed: 12/16/2022]
Abstract
Pain is a major health problem among U.S. adults. Surprisingly little, however, is known about educational disparities in pain, especially among the nonelderly. In this study, we analyze disparities in pain across levels of educational attainment. Using data from the 2010 to 2017 National Health Interview Survey among adults aged 30 to 49 (N = 74,051), we estimate logistic regression models of pain prevalence using a dichotomous summary pain index and its 5 constituent pain sites (low back, joint, neck, headache/migraine, and facial/jaw). We find a significant and steep pain gradient: greater levels of educational attainment are associated with less pain, with 2 important exceptions. First, adults with a high-school equivalency diploma (GED) and those with "some college" have significantly higher pain levels than high school graduates despite having an equivalent or higher attainment, respectively. Second, the education-pain gradient is absent for Hispanic adults. After taking into account important covariates including employment, economic resources, health behaviors, physical health conditions, and psychological wellbeing, educational disparities in pain are no longer statistically significant except for the GED and "some college" categories, which still show significantly higher pain levels than high school graduates. We thus document the overall education-pain gradient in most younger U.S. adult populations, and identify groups where pain is higher than expected (certain educational categories) or lower than expected (eg, less-educated Hispanics). Understanding the causes of these anomalous findings could clarify factors shaping pain prevalence and disparities therein. PERSPECTIVE: Over 50% of U.S. adults age 30 to 49 report pain. Overall, more educated Americans report substantially less pain than the less educated. However, adults with a GED and "some college" report more pain than other groups. Understanding the causes could help illuminate the mechanisms through which social factors influence pain.
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Affiliation(s)
- Anna Zajacova
- Department of Sociology, University of Western Ontario, London, Canada.
| | - Richard G Rogers
- Department of Sociology and Institute of Behavioral Science, University of Colorado Boulder
| | - Eric Grodsky
- Department of Sociology, University of Wisconsin Madison
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19
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Abstract
There is an expectation that, on average, pain will increase with age, through accumulated injury, physical wear and tear, and an increasing burden of disease. Consistent with that expectation, pain rises with age into old age in other wealthy countries. However, in America today, the elderly report less pain than those in midlife. This is the mystery of American pain. Using multiple datasets and definitions of pain, we show today's midlife Americans have had more pain throughout adulthood than did today's elderly. Disaggregating the cross-section of ages by year of birth and completion of a bachelor's degree, we find, for those with less education, that each successive birth cohort has a higher prevalence of pain at each age-a result not found for those with a bachelor's degree. Thus, the gap in pain between the more and less educated has widened in each successive birth cohort. The increase seen across birth cohorts cannot be explained by changes in occupation or levels of obesity for the less educated, but fits a more general pattern seen in the ongoing erosion of working-class life for those born after 1950. If these patterns continue, pain prevalence will continue to increase for all adults; importantly, tomorrow's elderly will be sicker than today's elderly, with potentially serious implications for healthcare.
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20
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Stokes AC, Xie W, Lundberg DJ, Hempstead K, Zajacova A, Zimmer Z, Glei DA, Meara E, Preston SH. Increases in BMI and chronic pain for US adults in midlife, 1992 to 2016. SSM Popul Health 2020; 12:100644. [PMID: 33134473 PMCID: PMC7585155 DOI: 10.1016/j.ssmph.2020.100644] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 07/29/2020] [Accepted: 08/06/2020] [Indexed: 01/30/2023] Open
Abstract
Recent unprecedented increases in mortality and morbidity during midlife are often ascribed to rising despair in the US population. An alternative and less often examined explanation is that these trends reflect, at least in part, the lagged effects of the obesity epidemic. Adults in midlife today are more likely to live with obesity and have a greater cumulative exposure to excess adiposity during their lifetime than any previous generation. Prior work has demonstrated a link between obesity and mortality risk at midlife, but the mechanisms remain unclear. Pain may represent one important pathway linking obesity to mortality trends. Pain is a debilitating condition that has increased significantly over recent decades and is associated with both morbidity and mortality, including suicide and opioid-related mortality. Evidence suggests obesity and pain may be linked, but there is little evidence of an association at the population level. In this paper, we examine to what extent increases in overweight and obesity explain the rising trends in chronic pain observed among middle-aged adults in the US from 1992 to 2016. We assess trends in both mild/moderate nonlimiting pain and severe and/or limiting pain. In doing so, we draw attention to one mechanism through which overweight/obesity may have contributed to recent population health trends. Our analysis found that increases in BMI from 1992 to 2016 may account for up to 20% of the upward trend in mild/moderate nonlimiting pain and 32% of the trend in severe and/or limiting pain for women, and 10% and 19% of the trends respectively for men. We study the contribution of overweight and obesity to recent trends in pain among middle-aged adults. Overweight and obesity accounted for 32.1% of increases in severe or limiting pain among women and 19.0% among men. Overweight and obesity explained a larger share of the increase in severe than mild/moderate pain. The study highlights the importance of obesity prevention to decrease the prevalence of pain.
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Affiliation(s)
- Andrew C Stokes
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| | - Wubin Xie
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| | - Dielle J Lundberg
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| | | | - Anna Zajacova
- Social Science Centre, The University of Western Ontario, London, Ontario, Canada
| | - Zachary Zimmer
- Department of Family Studies and Gerontology, Mount Saint Vincent University, Halifax, Nova Scotia, Canada
| | - Dana A Glei
- Center for Population and Health, Georgetown University, Washington, DC, USA
| | - Ellen Meara
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Samuel H Preston
- Population Studies Center, University of Pennsylvania, Philadelphia, PA, USA
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21
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Presley CJ, Canavan M, Wang SY, Feder SL, Kapo J, Saphire ML, Sheinfeld E, Kent EE, Davidoff AJ. Severe functional limitation due to pain & emotional distress and subsequent receipt of prescription medications among older adults with cancer. J Geriatr Oncol 2020; 11:960-968. [PMID: 32169548 DOI: 10.1016/j.jgo.2020.02.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 02/18/2020] [Accepted: 02/19/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND Certain cancer types and subsequent treatment can cause or worsen pain and emotional distress, leading to functional limitation, particularly among a growing population of older adults with cancer. METHODS We constructed a national sample of older adult Medicare beneficiaries with cancer using the 2007-2012 Surveillance, Epidemiology and End Results (SEER)-Medicare Health Outcomes Survey (MHOS) database linked to Medicare Part D enrollment and prescription claims data. MHOS survey responses described functional limitations due to pain and emotional distress. Using multivariable logistic regression, we estimated the association between participant characteristics and patient-reported functional limitation due to pain and emotional distress and subsequent prescription medication use. RESULTS Among 9105 older adults with cancer, aged 66-102 years (y), 68.6% reported moderate to severe functional limitation due to pain, and 48.3% reported moderate to severe functional limitation due to emotional distress. Nearly 10% reported severe functional limitation due to co-occurring symptoms of pain and emotional distress. Significant predictors of severe functional limitation due to co-occurring symptoms included age ≥ 80y (ref: 66-69y, adjusted relative risk (aRR): 1.74; 95% confidence interval (CI) 1.39-2.18, p < .001), stage IV disease at diagnosis (ref: stage I, aRR: 2.08; CI 1.52-2.86, p < .001), and lung cancer (ref: breast cancer, aRR: 1.84; CI 1.30-2.61, p < .001). Among 892 participants reporting co-occurring symptoms, 32.5% received neither pain nor emotional distress prescription medication. CONCLUSIONS Functional limitation due to pain and emotional distress persist among older adults with cancer, particularly octogenarians. Efforts to identify and target unmet supportive care needs to maintain functional independence are needed.
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Affiliation(s)
- Carolyn J Presley
- The Ohio State University Comprehensive Cancer Center/The James Cancer Hospital & Solove Research Institute, B424 Starling Loving Hall, 320 W. 10th Avenue, Columbus, OH 43214, USA.
| | - Maureen Canavan
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, Yale Cancer Center, 333 Cedar Street, New Haven, CT 06510, USA
| | - Shi-Yi Wang
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, Yale Cancer Center, 333 Cedar Street, New Haven, CT 06510, USA; Yale School of Public Health, 60 College Street, New Haven, CT 06510, USA
| | - Shelli L Feder
- National Clinical Scholars Program, Yale School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Jennifer Kapo
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, Yale Cancer Center, 333 Cedar Street, New Haven, CT 06510, USA
| | - Maureen L Saphire
- The Ohio State University Wexner Medical Center/The James Cancer Hospital, 410 W 10th Avenue, Columbus, OH 43210, USA
| | - Ella Sheinfeld
- Yale Fox Fellowship, 333 Cedar Street, New Haven, CT 06510, USA
| | - Erin E Kent
- National Cancer Institute, 9000 Rockville Pike, Bethesda, MD 20892, USA
| | - Amy J Davidoff
- Cancer Outcomes, Public Policy and Effectiveness Research Center (COPPER), Yale School of Medicine, Yale Cancer Center, 333 Cedar Street, New Haven, CT 06510, USA; Yale School of Public Health, 60 College Street, New Haven, CT 06510, USA
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22
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Stokes A, Berry KM, Collins JM, Hsiao CW, Waggoner JR, Johnston SS, Ammann EM, Scamuffa RF, Lee S, Lundberg DJ, Solomon DH, Felson DT, Neogi T, Manson JE. The contribution of obesity to prescription opioid use in the United States. Pain 2019; 160:2255-2262. [PMID: 31149978 PMCID: PMC6756256 DOI: 10.1097/j.pain.0000000000001612] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 04/09/2019] [Accepted: 04/19/2019] [Indexed: 12/19/2022]
Abstract
The prevalence of obesity has grown rapidly over the past several decades and has been accompanied by an increase in the prevalence of chronic pain and prescription opioid use. Obesity, through its association with pain, may represent an important contributor to opioid use. This cross-sectional study investigated the relationship between obesity and prescription opioid use among adults aged 35 to 79 years using data from the National Health and Nutrition Examination Survey (NHANES, 2003-2016). Relative to normal weight, body mass indices in the overweight {odds ratio (OR), 1.11 (confidence interval [CI], 0.88-1.39)}, obese I (OR, 1.26 [CI, 1.01-1.57]), obese II (OR, 1.69 [CI, 1.34-2.12]), and obese III (OR, 2.33 [CI, 1.76-3.08]) categories were associated with elevated odds of prescription opioid use. The association between excess weight and opioid use was stronger for chronic opioid use than for use with a duration of less than 90 days (P-value, <0.001). We estimated that 14% (CI, 9%-19%) of prescription opioid use at the population level was attributable to obesity, suggesting there might have been 1.5 million fewer opioid users per year under the hypothetical scenario where obese individuals were instead nonobese (CI, 0.9-2.0 million users). Back pain, joint pain, and muscle/nerve pain accounted for the largest differences in self-reported reasons for prescription opioid use across obesity status. Although interpretation is limited by the cross-sectional nature of the associations, our findings suggest that the obesity epidemic may be partially responsible for the high prevalence of prescription opioid use in the United States.
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Affiliation(s)
- Andrew Stokes
- Department of Global Health, Boston University School of Public Health, Boston, MA, United States
| | - Kaitlyn M. Berry
- Department of Global Health, Boston University School of Public Health, Boston, MA, United States
| | - Jason M. Collins
- Department of Epidemiology, University of North Carolina Gillings School of Public Health, Chapel Hill, NC, United States
| | | | | | - Stephen S. Johnston
- Epidemiology, Medical Devices, Johnson & Johnson, Inc., New Brunswick, NJ, United States
| | - Eric M. Ammann
- Epidemiology, Medical Devices, Johnson & Johnson, Inc., New Brunswick, NJ, United States
| | | | - Sonia Lee
- Jefferson College of Population Health, Thomas Jefferson University, Philadelphia, PA, United States
| | - Dielle J. Lundberg
- Department of Global Health, Boston University School of Public Health, Boston, MA, United States
| | - Daniel H. Solomon
- Department of Rheumatology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - David T. Felson
- Department of Rheumatology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Tuhina Neogi
- Department of Rheumatology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States
| | - JoAnn E. Manson
- Section of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, MA, United States
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States
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23
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Ang S, Chen TY. Going Online to Stay Connected: Online Social Participation Buffers the Relationship Between Pain and Depression. J Gerontol B Psychol Sci Soc Sci 2019; 74:1020-1031. [PMID: 30260444 DOI: 10.1093/geronb/gby109] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVES Maintaining offline social participation (i.e., face-to-face social interaction) is key for healthy aging, but older adults who experience pain tend to restrict their social activity outside of the home. The onset of pain may set off a downward spiral where lowered social participation increases the risk of depression and vice versa. This study thus assesses whether online social participation (i.e., the use of online social network sites) moderates the effect of pain on depression, possibly functioning as a compensatory mechanism for reduced offline social participation for those in pain. METHOD Logistic regression models with a lagged dependent variable were used with panel data from the National Health and Aging Trends Study. An interaction term was included to assess the moderating effect of online social participation. RESULTS We find that online social participation buffers the detrimental effect of pain on depression. However, the effect of pain on online social participation was not statistically significant. DISCUSSION Findings show that online social participation can alleviate the negative effects of pain on mental well-being, and suggest that online social participation can supplement attempts to maintain offline social participation in later life, especially for those whose social activity may be limited by pain.
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Affiliation(s)
- Shannon Ang
- Department of Sociology, University of Michigan, Ann Arbor.,Department of Population Studies Center, University of Michigan, Ann Arbor.,Department of School of Social Sciences, Nanyang Technological University, Singapore
| | - Tuo-Yu Chen
- Ageing Research Institute for Society and Education, Nanyang Technological University, Singapore.,Center for Healthy Aging, Pennsylvania State University, University Park
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Zajacova A, Montez JK. Explaining the increasing disability prevalence among mid-life US adults, 2002 to 2016. Soc Sci Med 2018; 211:1-8. [PMID: 29864712 DOI: 10.1016/j.socscimed.2018.05.041] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 05/11/2018] [Accepted: 05/24/2018] [Indexed: 12/23/2022]
Abstract
Several recent studies have documented an alarming upward trend in disability and functional limitations among US adults. In this study, we draw on the sociomedical Disablement Process framework to produce up-to-date estimates of the trends and identify key social and medical precursors of the trends. Using data on US adults aged 45-64 in the 2002-2016 National Health Interview Surveys, we estimate parametric and semiparametric models of disability and functional limitations as a function of interview time. We also determine the impact of socioeconomic resources, health behaviors, and health conditions on the trends. Our results show increasing prevalence of disability and functional limitations. These trends reflect the net result of complex countervailing forces, some associated with increases in functioning problems (unfavorable trends in economic well-being, especially income, and psychological distress) while other factors have suppressed the growth of functioning problems (favorable trends in educational attainment and some health behaviors, such as smoking and alcohol use). The results underscore that disability prevention must expand beyond medical interventions to include fundamental social factors and be focused on preventing or delaying the onset of chronic health problems and functional limitations.
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