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Tiengo T, Fernandes GA, Curado MP. Gastric adenocarcinoma: 1-year overall survival, disability-adjusted life years, years of life lost, and prognostic factors-a single-institution experience. Front Oncol 2022; 12:918833. [PMID: 36158672 PMCID: PMC9493081 DOI: 10.3389/fonc.2022.918833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 07/26/2022] [Indexed: 12/24/2022] Open
Abstract
Objective To analyze factors affecting 1-year overall survival and burden of gastric adenocarcinoma in a single-institution cohort. Methods A prospective cohort study of gastric adenocarcinoma patients from a cancer center in São Paulo, Brazil, was conducted between February 2016 and July 2019. Overall survival was analyzed at 12 months post-diagnosis using the Kaplan-Meier method. A log-rank test was applied to compare curves. Sociodemographic and clinicopathological features were assessed to detect prognostic factors using univariate and multivariable Cox regression analyses to calculate hazard ratio (HR) and its confidence intervals (CIs). Disability-adjusted life years (DALY) constituted the sum of years of life lost (YLL) plus years lived with disability (YLD). YLL represented the sum of years lost before the age of 76.6 years. YLD was calculated as the number of cases multiplied by the duration and burden of the disease. YLL per death was calculated as the mean YLL for each individual. Results Overall survival at 1-year follow-up was 80.8%. The multivariable model adjusted for age and sex identified cerebrovascular disease (HR 8.5, 95% CI 3.3-21.8), stage III/IV (HR 5.7, 95% CI 2.3-13.7), diabetes (HR 3.2, 95% CI 1.5-6.6), and<9 years of education (HR 2.9, 95% CI 1.5-5.8) as prognostic factors. Out of the 214 treated cases, there was 700.72 DALY during the first year, of which 90.55% corresponded to YLL and 9.45% to YLD. The average YLL per death was 15.48 and was higher among women (19.24 YLL per death). Conclusion At a single cancer center, 1-year overall survival probability was approximately 80% in patients with gastric adenocarcinoma. Patients with a higher risk of death had cerebrovascular disease, advanced clinical staging, diabetes, and/or lower educational level. Approximately 700 years of DALY was documented, with women having the highest YLL per death. Because this study was conducted at a single cancer center, the results might not be representative of a general population. To the best of our knowledge, this study was the first to assess gastric adenocarcinoma DALY, YLL, and YLL per death in the first year of follow-up in a hospital cohort in Brazil.
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Affiliation(s)
- Tatiane Tiengo
- Post Graduation Program A.C. Camargo Cancer Center, São Paulo, Brazil
| | | | - Maria Paula Curado
- Nucleus of Epidemiology and Statistics in Cancer, A. C. Camargo Cancer Center, São Paulo, Brazil
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Xu J, Du S, Dong X. Associations of Education Level With Survival Outcomes and Treatment Receipt in Patients With Gastric Adenocarcinoma. Front Public Health 2022; 10:868416. [PMID: 35757623 PMCID: PMC9218109 DOI: 10.3389/fpubh.2022.868416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/25/2022] [Indexed: 11/20/2022] Open
Abstract
Background It remains largely unclear how education level, an important socioeconomic factor, affects prognoses for patients with gastric adenocarcinoma (GAC). We aimed to demonstrate the associations between education level and clinical outcomes in patients with GAC. Methods We included a total of 30,409 patients diagnosed with GAC from the Surveillance, Epidemiology, and End Results 18 registry database. Education level, household income, unemployment rate, poverty rate, insurance status, and marital status were selected as sociodemographic variables for the comprehensive analysis. Cox and logistic regression models, Kaplan–Meier curves, and subgroup analyses were the primary statistical methods employed. Results A low level of education was correlated with less income, higher unemployment rates, and higher poverty rates (all p < 0.001). The multivariate Cox analysis indicated that a high education level was significantly associated with superior overall survival rates and cancer-specific survival rates in patients with GAC (both p < 0.001). We also corroborated favorable survival outcomes by high education level within almost every clinical and demographic subgroup. Furthermore, chemotherapy combined with surgery could markedly prolong the survival for all patients, including patients of stage IV cancer (both p < 0.001). By using multivariable logistic models, patients in counties with high education levels had a higher probability of chemotherapy receipt (p < 0.001). Contrarily, those in the counties with low levels of education were less likely to receive chemotherapy or undergo surgery (p < 0.001). Conclusions Education level was identified and confirmed as an independent predictor of treatment and survival for GAC patients. Efforts are needed to provide effective interventions for those whose educational status is adverse.
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Affiliation(s)
- Jiaxuan Xu
- Department of Hematology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Institute of Education, Nanjing University, Nanjing, China
| | - Shuhui Du
- Department of Hematology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Institute of Education, Nanjing University, Nanjing, China
| | - Xiaoqing Dong
- Department of Hematology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Institute of Education, Nanjing University, Nanjing, China
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Kang JH, Jung CY, Park KS, Huh JS, Oh SY, Kwon JH. Community Care for Cancer Patients in Rural Areas: An Integrated Regional Cancer Center and Public Health Center Partnership Model. JOURNAL OF HOSPICE AND PALLIATIVE CARE 2021; 24:226-234. [PMID: 37674641 PMCID: PMC10180073 DOI: 10.14475/jhpc.2021.24.4.226] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 09/21/2021] [Accepted: 09/22/2021] [Indexed: 09/08/2023]
Abstract
Purpose The accessibility of medical facilities for cancer patients affects both their comfort and survival. Patients in rural areas have a higher socioeconomic burden and are more vulnerable to emergency situations than urban dwellers. This study examined the feasibility and effectiveness of a cancer care model integrating a regional cancer center (RCC) and public health center (PHC). Methods This study analyzed the construction of a safety care network for cancer patients that integrated an RCC and PHC. Two public health institutions (an RCC in Gyeongnam and a PHC in Geochang County) collaborated on the development of the community care model. The study lasted 13 months beginning in February 2019 to February 2020. Results The RCC developed the protocol for evaluating and measuring 27 cancer-related symptoms, conducted education for PHC nurses, and administered case counseling. The staff at the PHC registered, evaluated, and routinely monitored patients through home visits. A smartphone application and regular video conferences were incorporated to facilitate mutual communication. In total, 177 patients (mean age 70.9 years; men 59%) were enrolled from February 2019 to February 2020. Patients' greatest unmet need was the presence of a nearby cancer treatment hospital (83%). In total, 28 (33%) and 44 (52%) participants answered that the care model was very helpful or helpful, respectively. Conclusion We confirmed that a combined RCC-PHC program for cancer patients in rural areas is feasible and can bring satisfaction to patients as a safety care network. This program could mitigate health inequalities caused by accessibility issues.
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Affiliation(s)
- Jung Hun Kang
- Department of Internal Medicine, College of Medicine, Gyeongsang National University, Jinju, Korea
| | - Chang Yoon Jung
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Ki-Soo Park
- Department of Preventive Medicine, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju, Korea
| | - Jung Sik Huh
- Department of Urology, Jeju National University, Jeju, Korea
| | - Sung Yong Oh
- Department of Internal Medicine, College of Medicine, Dong-A University, Busan, Korea
| | - Jung Hye Kwon
- Department of Internal Medicine, College of Medicine, Chungnam National University, Daejeon, Korea
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The Role of Hospital Transfer in Reexamination Computed Tomography Scans: A Nationwide Cohort Study of Gastric Cancer Patients Undergoing Surgery. Healthcare (Basel) 2019; 8:healthcare8010002. [PMID: 31861601 PMCID: PMC7151052 DOI: 10.3390/healthcare8010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 12/11/2019] [Accepted: 12/17/2019] [Indexed: 11/22/2022] Open
Abstract
Because the high-cost of medical imaging can cause a tremendous economic burden across the health care system, we investigated factors associated with taking additional computed tomography (CT) scans. Data of gastric cancer patients were eligible for analysis if the patient underwent a gastrectomy during the study period (2002–2013). We defined initial CT scans as those taken within 90 days from the surgery date. If there was an additional CT scan between the date of an initial CT scan and the surgery date, we regarded it as a reexamination. We used multivariate logistic regression analysis for reexamination CT scans. Among 3342 gastrectomy patients, 1165 participants underwent second CT scans. Transfer experience (adjusted odds ratio (OR) = 23.87, 95% confidence interval (CI) = 18.15–31.39) was associated with higher OR for reexamination. Among transferred patients, an increased number per 100 beds at the initial CT hospital was associated with a decreased OR for reexamination (OR = 0.88, 95% CI = 0.83–0.94), but increased beds in surgery hospitals was related to an increased OR for reexamination (OR = 1.29, 95% CI = 1.20–1.36). In our study, transfer experience, initial CT scan in a low-volume hospital, and surgical treatment in a high-volume hospital were associated with reexamination CT scans.
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Bang CS, Baik GH. Using big data to see the forest and the trees: endoscopic submucosal dissection of early gastric cancer in Korea. Korean J Intern Med 2019; 34:772-774. [PMID: 31272143 PMCID: PMC6610181 DOI: 10.3904/kjim.2019.170] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 06/12/2019] [Indexed: 02/06/2023] Open
Affiliation(s)
- Chang Seok Bang
- Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Korea
- Institute for Liver and Digestive Diseases, Hallym University College of Medicine, Chuncheon, Korea
- Institute of New Frontier Research, Hallym University College of Medicine, Chuncheon, Korea
| | - Gwang Ho Baik
- Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Korea
- Institute for Liver and Digestive Diseases, Hallym University College of Medicine, Chuncheon, Korea
- Correspondence to Gwang Ho Baik, M.D. Department of Internal Medicine, Hallym University College of Medicine, 77 Sakju-ro, Chuncheon 24253, Korea Tel: +82-33-240-5821 Fax: +82-33-241-8064 E-mail:
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Piñeros M, Parkin DM, Ward K, Chokunonga E, Ervik M, Farrugia H, Gospodarowicz M, O'Sullivan B, Soerjomataram I, Swaminathan R, Znaor A, Bray F, Brierley J. Essential TNM: a registry tool to reduce gaps in cancer staging information. Lancet Oncol 2019; 20:e103-e111. [PMID: 30712797 DOI: 10.1016/s1470-2045(18)30897-0] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 11/20/2018] [Accepted: 11/20/2018] [Indexed: 01/09/2023]
Abstract
Accurate information on the extent of disease around the time of diagnosis is an important component of cancer care, in defining disease prognosis, and evaluating national and international cancer control policies. However, the collection of stage data by population-based cancer registries remains a challenge in both high-income and low and middle-income countries. We emphasise the lack of availability and comparability of staging information in many population-based cancer registries and propose Essential TNM, a simplified staging system for cancer registries when information on full Tumour, Node, Metastasis (TNM) is absent. Essential TNM aims at staging cancer in its most advanced disease form by summarising the extent of disease in the order of distant metastasis (M), regional lymph node involvement (N), and tumour size or extension, or both (T). Flowcharts and rules have been developed for coding these elements in breast, cervix, prostate, and colon cancers, and combining them into stage groups (I-IV) that correspond to those obtained by full TNM staging. Essential TNM is comparable to the Union for International Cancer Control TNM stage groups and is an alternative to providing staging information by the population-based cancer registries that complies with the objectives of the Global Initiative for Cancer Registry Development.
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Affiliation(s)
- Marion Piñeros
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France.
| | - D Maxwell Parkin
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France; African Cancer Registry Network, Oxford, England
| | - Kevin Ward
- Georgia Center for Cancer Statistics, Atlanta, GA, USA; Board of Directors, International Association of Cancer Registries, Lyon, France
| | | | - Morten Ervik
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - Helen Farrugia
- Victorian Cancer Registry, Cancer Council Victoria, Melbourne, VIC, Australia
| | - Mary Gospodarowicz
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada; Union for International Cancer Control, Geneva, Switzerland
| | - Brian O'Sullivan
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada; Union for International Cancer Control, Geneva, Switzerland
| | - Isabelle Soerjomataram
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - Rajaraman Swaminathan
- Division of Epidemiology, Biostatistics and Cancer Registry, Cancer Institute (WIA), Chennai, Tamil Nadu, India
| | - Ariana Znaor
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - Freddie Bray
- Section of Cancer Surveillance, International Agency for Research on Cancer, Lyon, France
| | - James Brierley
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada; Union for International Cancer Control, Geneva, Switzerland
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Shin J, Kim YW, Lee SG, Park EC, Yoon SY. Cohort study of cervical ossification of posterior longitudinal ligament in a Korean populations: Demographics of prevalence, surgical treatment, and disability. Clin Neurol Neurosurg 2018; 166:4-9. [PMID: 29353222 DOI: 10.1016/j.clineuro.2018.01.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 12/26/2017] [Accepted: 01/11/2018] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To investigate the demographic characteristics of cervical ossification of posterior longitudinal ligament (OPLL) including prevalence, surgical treatment, and disability in Korean population using Korean National Health Insurance Service National Sample Cohort (NHIS-NSC) data, and to analyze association between accessibility for surgical treatment and socioeconomic factors. PATIENTS AND METHODS A population-based cohort study was conducted using stratified representative sampling from NHIS-NSC data from the year 2002 to 2013. We analyzed prevalence and distribution of cervical OPLL according to age, sex, and socioeconomic factors. Multiple logistic regression analysis was conducted to investigate associations between independent variables and the rate of surgical treatment. RESULTS The overall prevalence of cervical OPLL was 190 per 100,000 people in Korea, and 11.4% of male patients and 4.0% of female patients received surgical treatment. Logistic regression analysis revealed that male patients received more surgical treatment than did female patients, also income level and residential area influence the rate of surgical treatment in females after adjustment of covariates (p< 0.05). Disability rate associated with cervical OPLL was 2.27% in male and 0.99% in female patients. CONCLUSION In this cohort study, the prevalence of cervical OPLL was 190 per 100,000 people. Male patients received more surgery, and disability rate of male was higher than female patients. Although surgical treatment is covered by medical insurance in Korea, socioeconomic factors such as income level and residential area influence the treatment plans in females. These findings can help in the understanding of disease progression and can inform surgical treatment plans to reduce disability.
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Affiliation(s)
- Jaeyong Shin
- Department of Preventive Medicine, College of Medicine, Yonsei University, Seoul, Republic of Korea; Institute of Health Services Research, College of Medicine, Yonsei University, Seoul, Republic of Korea; Depratment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea
| | - Yong Wook Kim
- Department and Research Institute of Rehabilitation Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sang Gyu Lee
- Department of Hospital Management, the Graduate School of Public Health, Yonsei University, Seoul, Republic of Korea
| | - Eun-Cheol Park
- Department of Preventive Medicine, College of Medicine, Yonsei University, Seoul, Republic of Korea; Depratment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea; Institute of Health Services Research, College of Medicine, Yonsei University, Seoul, Republic of Korea
| | - Seo Yeon Yoon
- Department of Rehabilitation Medicine, BundangJesaeng General Hospital, Gyeonggi-do, Republic of Korea.
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Castro F, Shahal D, Tarajia M, Velásquez IM, Causadias MT, Herrera V, Gómez B, Cukier M, Motta J. Baseline characteristics, survival and direct costs associated to treatment of gastric cancer patients at the National Oncology Institute of Panama from 2012 to 2015: a hospital-based observational study. BMJ Open 2017; 7:e017266. [PMID: 28947456 PMCID: PMC5623512 DOI: 10.1136/bmjopen-2017-017266] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES Comprehensive epidemiological and economic studies of gastric cancer (GC) in Panama are limited. This study aims to evaluate the association between socioeconomic and clinical variables with survival, describe the survival outcomes according to clinical stage and estimate the direct costs associated to GC care in a Panamanian population with GC. DESIGN AND SETTING A retrospective observational study was conducted at the leading public institution for cancer treatment in Panama. PARTICIPANTS Data were obtained from 611 records of patients diagnosed with gastric adenocarcinoma (codes C16.0-C16.9 of the International Classification of Diseases 10th revision), identified between 1 January 2012 and 31 December 2015. METHODS Cox proportional hazards models were used to calculate HRs with 95% CI to examine associations between the variables and survival. Kaplan-Meier curves were used to assess overall and stage-specific survival. Direct costs (based on 2015 US$) were calculated per patient using standard costs provided by the institution for hospital admission (occupied bed-days), radiotherapy, surgery and chemotherapy, yielding total and overall mean costs (OMC). A comparison of OMC between groups (sex, social security status, clinical stage) was performed applying the bootstrap method with a t-test of unequal variances. RESULTS An increased risk of dying was observed for patients without social security coverage (HR: 2.02; 95% CI 1.16 to 3.53), overlapping tumours (HR: 1.50; 95% CI 1.02 to 2.22), poorly differentiated tumours (HR: 2.27; 95% CI 1.22 to 4.22) and stage IV disease (HR: 5.54; 95% CI 3.38 to 9.08) (adjusted models). Overall 1-year survival rate was 41%. The estimated OMC of GC care per patient was 4259 US$. No statistically significant differences were found in OMC between groups. CONCLUSIONS Socioeconomic disparities influence GC outcomes and healthcare utilisation. Policies addressing healthcare disparities related to GC are needed, as well as in-depth studies evaluating barriers of access to GC-related services.
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Affiliation(s)
- Franz Castro
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - David Shahal
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - Musharaf Tarajia
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - Ilais Moreno Velásquez
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - Maribel Tribaldos Causadias
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - Víctor Herrera
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - Beatriz Gómez
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
| | - Moisés Cukier
- Division of Surgical Oncology, National Oncology Institute, Panama City, Panama
| | - Jorge Motta
- Department of Research and Health Technology Assessment, Gorgas Memorial Institute for Health Studies, Panama City, Panama
- National Secretariat for Science and Technology, Panama City, Panama
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Sung H, Shin HH, Baek Y, Kim GA, Koh JS, Park EC, Shin J. The association between socioeconomic status and visual impairments among primary glaucoma: the results from Nationwide Korean National Health Insurance Cohort from 2004 to 2013. BMC Ophthalmol 2017; 17:153. [PMID: 28835230 PMCID: PMC5569511 DOI: 10.1186/s12886-017-0551-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 08/16/2017] [Indexed: 11/24/2022] Open
Abstract
Background Glaucoma is one of the most leading causes of permanent visual impairments in Korea, and social expenses spent for the glaucoma are increasing. This study is to identify association between socioeconomic status and the visual impairments caused by primary glaucoma in Korea. Methods This study is based on a cohort study using stratified representative samples in the National Health Insurance claim data from 2002 to 2013 with 1,025,340 representative subjects. Target subjects were patients who are newly diagnosed with primary glaucoma from 2004 to 2013. We conducted a multiple logistic regression analysis depending on the occurrence of visual impairment and its temporal order compared to the glaucoma diagnosis. Results Among 1728 patients with primary glaucoma, those with low and middle income shows higher odds ratio (OR) of the visual impairments than those with high income group (low income; OR = 3.42, 95% Confidential Interval (CI):2.06–5.66, middle income; OR = 2.13, 95% CI: 1.28–3.55), in case of the occurrence of the visual impairments preceded the diagnosis of glaucoma. Conclusions Glaucoma patients without pre-existing glaucoma history before visual impairment have higher association between socioeconomic status and the occurrence of visual impairments by primary glaucoma. Since glaucoma had not been diagnosed and recognized yet, the differences may have been derived from the disparities of the awareness of the glaucoma. These findings call attention to the correlation between socioeconomic factors and the visual impairments by glaucoma, and raise public health needs over the importance of glaucoma awareness and eye screening for glaucoma, especially for low socioeconomic status. Electronic supplementary material The online version of this article (doi:10.1186/s12886-017-0551-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Haejune Sung
- Premedical Courses, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea
| | - Hyun Ho Shin
- Premedical Courses, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea
| | - Yunseng Baek
- Premedical Courses, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea
| | - Gyu Ah Kim
- Institute of Vision Research, Department of Ophthalmology, Severance Hospital, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea
| | - Jae Sang Koh
- Institute of Vision Research, Department of Ophthalmology, Severance Hospital, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea
| | - Eun-Cheol Park
- Institute of Health Services Research, Department of Preventive Medicine, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.,Department of Public Health, Graduate School, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea
| | - Jaeyong Shin
- Institute of Health Services Research, Department of Preventive Medicine, College of Medicine, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea. .,Department of Public Health, Graduate School, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, South Korea.
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Shin J, Choi Y, Kim SW, Lee SG, Park EC. Cross-level interaction between individual socioeconomic status and regional deprivation on overall survival after onset of ischemic stroke: National health insurance cohort sample data from 2002 to 2013. J Epidemiol 2017; 27:381-388. [PMID: 28688749 PMCID: PMC5549246 DOI: 10.1016/j.je.2016.08.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Accepted: 08/19/2016] [Indexed: 01/07/2023] Open
Abstract
INTRODUCTION The literature on stroke mortality and neighborhood effect is characterized by studies that are often Western society-oriented, with a lack of racial and cultural diversity. We estimated the effect of cross-level interaction between individual and regional socioeconomic status on the survival after onset of ischemic stroke. METHODS We selected newly diagnosed ischemic stroke patients from 2002 to 2013 using stratified representative sampling data of 1,025,340 subjects. A total of 37,044 patients over the 10 years from 2004 to 2013 had newly diagnosed stroke. We calculated hazard ratios (HR) of 12- and 36-month mortality using the Cox proportional hazard model, with the reference group as stroke patients with high income in advantaged regions. RESULTS For the middle income level, the patients in advantaged regions showed low HRs for overall mortality (12-month HR 1.27; 95% confidence interval [CI], 1.13-1.44; 36-month HR 1.25; 95% CI, 1.14-1.37) compared to the others in disadvantaged regions (12-month HR 1.36; 95% CI, 1.19-1.56; 36-month HR 1.30; 95% CI, 1.17-1.44). Interestingly, for the low income level, the patients in advantaged regions showed high HRs for overall mortality (12-month HR 1.27; 95% CI, 1.13-1.44; 36-month HR 1.33; 95% CI, 1.22-1.46) compared to the others in disadvantaged regions (12-month HR 1.25; 95% CI, 1.09-1.43; 36-month HR 1.30; 95% CI, 1.18-1.44). CONCLUSION Although we need to perform further investigations to determine the exact mechanisms, regional deprivation, as well as medical factors, might be associated with survival after onset of ischemic stroke in low-income patients.
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Affiliation(s)
- Jaeyong Shin
- Department of Preventive Medicine, Yonsei University, College of Medicine, Seoul, South Korea; Institute of Health Services Research, Yonsei University, College of Medicine, Seoul, South Korea; Department of Public Health, Yonsei University Graduate School, Seoul, South Korea
| | - Young Choi
- Institute of Health Services Research, Yonsei University, College of Medicine, Seoul, South Korea; Department of Public Health, Yonsei University Graduate School, Seoul, South Korea
| | - Seung Woo Kim
- Department of Neurology, Yonsei University, College of Medicine, Seoul, South Korea
| | - Sang Gyu Lee
- Department of Hospital Management, Yonsei University Graduate School of Public Health, Seoul, South Korea
| | - Eun-Cheol Park
- Department of Preventive Medicine, Yonsei University, College of Medicine, Seoul, South Korea; Institute of Health Services Research, Yonsei University, College of Medicine, Seoul, South Korea.
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