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Youssef M, Hossein-Javaheri N, Hoxha T, Mallouk C, Tandon P. Work Productivity Impairment in Persons with Inflammatory Bowel Diseases: A Systematic Review and Meta-analysis. J Crohns Colitis 2024; 18:1486-1504. [PMID: 38647194 PMCID: PMC11369077 DOI: 10.1093/ecco-jcc/jjae057] [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: 02/03/2024] [Revised: 03/23/2024] [Accepted: 04/19/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND AIMS The impact of inflammatory bowel disease [IBD] on work productivity remains unclear. In this systematic review and meta-analysis, we quantify work-related outcomes and employment data among persons with IBD. METHODS A systematic literature search was conducted in MEDLINE, EMBASE, the Cochrane library, Scopus, ProQuest, and clinicaltrials.gov from inception to February 2023, to identify studies on work productivity in persons with IBD aged > 18 years. Work productivity was defined primarily by the Work Productivity and Activity Impairment [WPAI] questionnaire which includes absenteeism, presenteeism, overall work impairment, and non-work activity impairment. In addition, we included data on employment, sick leaves, disability pensions, and indirect costs due to productivity loss. Pooled effect analysis was conducted using a random-effects model for pooled estimates of continuous and proportional data with 95% confidence intervals. RESULTS Among all patients with IBD, the pooled estimates were 16.4% for absenteeism, 35.9% for presenteeism, 39.4% for overall work impairment, and 46.0% for non-work activity impairment. Indirect costs from overall work impairment were 5131.09 euros/patient/year. Only two-thirds of IBD patients were employed, and one in three lost their jobs due to IBD. Among those employed, 39.5% report sick days, 21.3% report work disability, and 12.3% receive disability pensions. Most studies demonstrate clinically meaningful improvements in work productivity with medical and/or surgical therapies. CONCLUSION Persons with IBD experience significant work impairment and associated indirect costs. This highlights the need for appropriate workplace accommodations and timely medical therapy to alleviate the burden of disease and improve work outcomes.
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Affiliation(s)
- Michael Youssef
- Department of Internal Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Tedi Hoxha
- Department of Internal Medicine, University of Toronto, Toronto, ON, Canada
| | | | - Parul Tandon
- Division of Gastroenterology and Hepatology, University Health Network, University of Toronto, Toronto, ON, Canada
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Romaniuk F, Franus A, Sobolewska-Włodarczyk A, Gąsiorowska A. Clinical Utility of Disease Activity Indices in Predicting Short-Term Response to Biologics in Patients with Ulcerative Colitis. J Clin Med 2024; 13:3455. [PMID: 38929982 PMCID: PMC11204427 DOI: 10.3390/jcm13123455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 06/04/2024] [Accepted: 06/08/2024] [Indexed: 06/28/2024] Open
Abstract
Background: The Mayo Score [MS], endoscopic Mayo Score [eMS] and the Ulcerative Colitis Index of Severity [UCEIS] are employed in the assessment of ulcerative colitis [UC] severity. This study compared the aforementioned indices in terms of predictory value for response to remission induction treatment with anti-TNF and anti-integrin biologics. Methods: A total of 38 patients were retrospectively evaluated in the study, 23 male and 15 female, aged 18-74 years old who had undergone a total of 53 biological therapy courses with either infliximab [IFX] or vedolizumab [VDZ] at the Department of Gastroenterology of the Medical University of Łódź. The clinical and endoscopic activity of UC was assessed at the outset of biological therapy and the 14th week remission induction assessment juncture. Results: The study analyzed 19 IFX and 34 VDZ treatment courses. The response rate of patients receiving IFX reached 73.67% and the response rate was 58.82% for VDZ. The mean MS, eMS and UCEIS improved among all patient groups: 8.316 ± 1.974 to 4.158 ± 2.218 (p < 0.05), 2.632 ± 0.597 to 1.790 ± 0.713 (p < 0.05) and 4.790 ± 1.745 to 3.000 ± 1.453 (p < 0.05) for IFX, 7.088 ± 2.234 to 3.618 ± 2.412 (p < 0.05), 2.706 ± 0.524 to 1.677 ± 1.065 (p < 0.05) and 4.235 ± 1.350 to 2.735 ± 1.880 (p < 0.05) for VDZ. Conclusions: The outcome assessment in induction treatment of UC includes clinical data and endoscopic evaluation. Severity of inflammatory lesion activity according to the eMS and UCEIS indices correlates with the overall disease presentation as evaluated with MS. The UCEIS provides an overall better predictor for biological induction treatment when compared with the eMS in both patient groups, particularly in those receiving VDZ. It provides a promising alternative to the eMS and can be employed for both initial disease severity assessment as well as for treatment response monitoring.
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Tao Y, Li M, Gao H, Sun Y, Zhang F, Wu J, Liang H, He L, Gong M, Niu J, Miao Y. The hospitalization burden of inflammatory bowel disease in a southwestern highland region of China: a territory-wide study from 2015 to 2020. Front Med (Lausanne) 2024; 11:1410714. [PMID: 38912335 PMCID: PMC11190343 DOI: 10.3389/fmed.2024.1410714] [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: 04/01/2024] [Accepted: 05/23/2024] [Indexed: 06/25/2024] Open
Abstract
Background Yunnan, a southwest highland and newly industrialized region of China, has an unknown hospitalization burden of inflammatory bowel disease (IBD). The study was conducted to explore territorial hospitalization burden of IBD. Methods The formatted medical records of patients with IBD were collected from a territory-wide database in Yunnan Province, China, from 2015 to 2020. General characteristics of the study population were reported using descriptive statistics. To evaluate the length of stay, hospitalization costs, surgery, complications, and trends in patients with inflammatory bowel disease. The logistic regression analysis was established to explore the factors affecting the hospitalization costs. Results A total of 12,174 records from 8192 patients were included. The annual hospitalization cost of IBD in Yunnan Province increased significantly from 2015 to 2020. From 2015 to 2020, the regional hospitalization burden of IBD increased, but it represented a decline in cost per hospitalization (r = -0.024, P = 0.008) and the length of stay (r = -0.098, P < 0.001). Surgery rates for hospitalized patients with Crohn's disease (CD) did not decrease (r = -0.002, P = 0.932), and even increased for patients with ulcerative colitis (UC) (r = 0.03, P = 0.002). The costs per hospitalization were $ 827.49 (540.11-1295.50) for UC and $ 1057.03 (644.26-1888.78) for CD. Among the identifiable cost items during the period, drug costs accounted for the highest proportion, accounting for 33% and 37.30% in patients with UC and CD, respectively. Surgical intervention [OR 4.87 (3.75-6.31), P < 0.001], comorbidities [OR 1.72 (1.52-1.94), P < 0.001], complications [OR 1.53 (1.32-1.78), P < 0.001], and endoscopy [OR 2.06 (1.86-2.28), P < 0.001] were predictor of high hospitalization costs. Conclusion The increasing burden of IBD is noteworthy a newly industrialized region of China. Interventions targeting surgery, complications, and comorbidities may be effective means of controlling the increasing hospitalization costs of IBD in the regions.
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Affiliation(s)
- Yan Tao
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Maojuan Li
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Huabin Gao
- Yunnan Evaluation Center for Medical Service and Administration, Kunming, Yunnan, China;
| | - Yang Sun
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Fengrui Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Jing Wu
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Hao Liang
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Liping He
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China
| | - Min Gong
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Junkun Niu
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
| | - Yinglei Miao
- Department of Gastroenterology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Yunnan Province Clinical Research Center for Digestive Diseases, Kunming, Yunnan, China
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Pan T, Chen D, Yu Z, Liu Q, Chen Y, Zhang A, Kong F. Analysis of current situation and influencing factors of marital adjustment in patients with Crohn's disease and their spouses. Medicine (Baltimore) 2024; 103:e37527. [PMID: 38489689 PMCID: PMC10939668 DOI: 10.1097/md.0000000000037527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 02/14/2024] [Accepted: 02/15/2024] [Indexed: 03/17/2024] Open
Abstract
The purpose of this study was to investigate the marital adjustment of patients with Crohn's disease and their spouses, and to analyze its influencing factors. It lays the investigation foundation for the follow-up binary study of Crohn's disease patients and their spouses. Using convenience sampling, 177 pairs of patients and their spouses from a tertiary hospital in Nanjing, China were selected. With face-to-face electronic questionnaires to survey the patient and spouse, the contents include the Lock-Wollance Marriage Adjustment Test, Subjective Well-Being Scale for Chinese Citizens, Couple Support Questionnaire, and Distress Self-Disclosure Scale. The marital adjustment score of patients was (99.03 ± 24.25), and the marital adjustment score of spouses was (99.61 ± 25.39). The proportions of patients with marital disorders and their spouses with marital disorders were 52.5% and 46.9%, respectively. Multiple linear regression showed that the spouse's age, family monthly income, time of diagnosis of Crohn's, distress self-disclosure, marital support, and subjective well-being were important factors influencing the marital adjustment of patients. Self-disclosure of spousal distress, marital support, age, and subjective well-being were important factors that influenced spouses' marital adjustment. Most couples with Crohn's disease have marital disorders, and their marital adjustment affects each other. However, the assessment results of one partner should not be limited to replacing those of the couple. In clinical practice, patient age, monthly family income, self-disclosure of distress, marital support, and subjective well-being should be considered. Spouses should be encouraged to participate in patient care and patient-spouse interventions should be implemented as a whole to improve marital stability.
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Affiliation(s)
- Ting Pan
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Danlei Chen
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Zhihui Yu
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Qing Liu
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Yan Chen
- Department of Nursing, Nanjing Hospital Affiliated to Nanjing University of Chinese Medicine (Nanjing Second Hospital), Nanjing, China
| | - Ailing Zhang
- Nanjing Hospital Affiliated to Nanjing Medical University (Nanjing First Hospital), Nanjing, China
| | - Fang Kong
- Digestive Disease Treatment Center, Nanjing Hospital Affiliated to Nanjing University of Chinese Medicine (Nanjing Second Hospital), Nanjing, China
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Bayoumy AB, Mulder CJJ, Ansari AR, Barclay ML, Florin T, Kiszka-Kanowitz M, Derijks L, Sharma V, de Boer NKH. Uphill battle: Innovation of thiopurine therapy in global inflammatory bowel disease care. Indian J Gastroenterol 2024; 43:36-47. [PMID: 38383877 PMCID: PMC10924016 DOI: 10.1007/s12664-024-01529-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 01/04/2024] [Indexed: 02/23/2024]
Abstract
Inflammatory bowel disease (IBD) is a chronic inflammatory disorder of the gastrointestinal tract that encompasses two major conditions: Crohn's disease (CD) and ulcerative colitis (UC). Historically, IBD has been primarily reported in western countries, but over the past decades, its prevalence is rapidly increasing, especially in lower and middle-income countries (LMICs) such as India and China and also in Sub-Saharan Africa. The prevalence of IBD in LMICs has been the subject of growing concern due to the impact of access to public healthcare and the burden it places on healthcare resources. The classical thiopurines face significant challenges due to cessation of therapy in approximately half of patients within one year due to side effects or ineffectiveness. In this article, we highlight innovating thiopurine treatment for IBD patients in downregulating side effects and improving efficacy.
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Affiliation(s)
- Ahmed B Bayoumy
- Department of Internal Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Chris J J Mulder
- Department of Gastroenterology and Hepatology, AGEM Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
| | - Azhar R Ansari
- Department of Gastroenterology and Hepatology, London Bridge Hospital, London, UK
| | - Murray L Barclay
- Department of Gastroenterology, Christchurch Hospital, Christchurch, Waitaha - Canterbury, New Zealand
- Department of Clinical Pharmacology, Christchurch Hospital, Christchurch, Waitaha - Canterbury, New Zealand
| | - Tim Florin
- Mater Research, University of Queensland, Translational Research Institute, South Brisbane, Australia
| | - Marianne Kiszka-Kanowitz
- Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Copenhagen University Hospital - Amager and Hvidovre Hospital, Hvidovre, Denmark
| | - Luc Derijks
- Department of Clinical Pharmacy, Máxima Medical Center, Veldhoven, The Netherlands
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Vishal Sharma
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh 160 012, India
| | - Nanne K H de Boer
- Department of Gastroenterology and Hepatology, AGEM Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
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He YX, Li YY, Wu YQ, Ren LZ, Wang Y, Wang YM, Yu Y. Huanglian Ganjiang decoction alleviates ulcerative colitis by restoring gut barrier via APOC1-JNK/P38 MAPK signal pathway based on proteomic analysis. JOURNAL OF ETHNOPHARMACOLOGY 2024; 318:116994. [PMID: 37541400 DOI: 10.1016/j.jep.2023.116994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/25/2023] [Accepted: 08/01/2023] [Indexed: 08/06/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Ulcerative colitis (UC) is a kind of chronic intestinal inflammation accompanied with abdominal pain, diarrhea and hematochezia. Huanglian Ganjiang decoction (HGD) derived from "Beiji Qianjin Yao Fang" was used for UC patients clinically. However, the specific mechanism of HGD in treating UC remain unclear. AIM OF STUDY Our study devoted to demonstrating the therapeutic effect of HGD for colitis and clarifying the underlying mechanism. MATERIALS AND METHODS UPLC-MS was carried out to identify the ingredients of HGD. UC mice were induced by giving 3% dextran sulfate sodium (DSS) solution for one week and treated by HGD for another week. Body weight fluctuation, disease activity index (DAI), colon length and pathological change of colon tissues were observed to evaluate therapeutical effect of HGD. ELISA and qPCR were carried out to estimate the inflammatory state. Western blot, qPCR and immunofluorescence were used to access the expression of tight junction proteins. Tandem mass tag (TMT)-Based proteomics and network pharmacology was launched to screen and predict the potential targets and pathway regulated by HGD. RESULTS Based on the UPLC-MS/MS analysis, 100 components were identified in HGD. After 7-day treatment, HGD significantly alleviated colitis-associated symptoms including body weight loss, shorted colon, increase of DAI score, histopathologic lesions. HGD also reduced inflammatory cytokines IL-6 and IL-1β levels, increased the number of goblet cells and restored tight junction proteins Occludin, Claudin-1 in colon. Network pharmacology study predicted that tight junction and MAPK pathway might be affected by HGD in colitis mice. APOC1 was screened out as key target in HGD-treated mice using TMT-based proteomics study. Further Western blot results showed that HGD reduced expressions of APOC1, p-P38 and p-JNK. CONCLUSION HGD improves general symptoms of colitis mice at medium and high doses, which may be associated with restoring tight junction and intestinal barrier integrity and function through suppression of APOC1-JNK/P38 MAPK signal pathway.
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Affiliation(s)
- Yue-Xian He
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China
| | - Yan-Yang Li
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China
| | - Ye-Qun Wu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China
| | - Ling-Zhi Ren
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China
| | - Yi Wang
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China
| | - Yu-Mei Wang
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China.
| | - Yang Yu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, 510006, Guangdong Province, China.
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Ghahramani S, Tamizifar B, Rajabpour V, Hosseinian SZ, Saeian S, Shahoon H, Bagheri Lankarani K. All-cause mortality of hospitalized inflammatory bowel disease patients: a multicenter study from Iran. GASTROENTEROLOGY AND HEPATOLOGY FROM BED TO BENCH 2024; 17:279-287. [PMID: 39308533 PMCID: PMC11413379 DOI: 10.22037/ghfbb.v17i3.2962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 05/14/2024] [Indexed: 09/25/2024]
Abstract
Aim In this multicenter study, we investigated all causes of mortality in hospitalized inflammatory bowel disease (IBD) patients. Background The widespread use of biologics and immune suppressive treatments, along with the longer lifespan of patients with IBD, may have changed the cause of death in this population. Knowing this may lead to better preventive and therapeutic strategies for IBD patients. Methods This cross-sectional study reviewed records of 1926 IBD patients hospitalized in referral hospitals in Isfahan and Shiraz during 2013-2021. In nine years, 84 patients, 39 from Isfahan and 45 from Shiraz, died. We retrospectively gathered data on demographic, clinical, and laboratory information, as well as the cause of death. We extracted the cause of death from the death sheets and classified it using the International Classification of Diseases (ICD-10). Using the Kaplan-Meier model, we estimated the median survival time from disease diagnosis to death. Results Males accounted for 47 (55%) of the deceased patients. The mean age of the patients was 48.63 ± 18.7 years. The mortality rates among hospitalized UC and CD patients were 7.2% and 7.8%, respectively. The median duration of admission to death was 8 days, with 19 (22.6%) of IBD patients dying on the first day of their hospital admission. Half of the cohort of deceased IBD patients had survived for 8 years following their disease diagnosis. 32.7% of all recorded causes of death were due to certain infectious diseases. The second and third most common causes of death were diseases of the digestive system and diseases of the circulatory system, including pulmonary embolism, accounting for 30.1% and 14.2%, respectively. Conclusion According to this study from Iran, infectious diseases are the leading cause of death among hospitalized IBD patients. Prevention and clinical management of pulmonary embolism in IBD patients require more careful consideration. We strongly encourage population-based cohort studies to enhance the findings.
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Affiliation(s)
- Sulmaz Ghahramani
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Babak Tamizifar
- Gastroenterology and Hepatology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Vahid Rajabpour
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyedeh-Zeynab Hosseinian
- Gastroenterology and Hepatology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Samira Saeian
- Gastroenterology and Hepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hassan Shahoon
- Gastroenterology and Hepatology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Kamran Bagheri Lankarani
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
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Ghahramani S, Shojaadini H, Akbarzade A, Sadeghi F, Hajianpour V, Nozaie F, Sayari M, Bagheri Lankarani K. Hospital Cost of Inflammatory Bowel Disease and Its Determinants in a Multicenter Study From Iran. Middle East J Dig Dis 2023; 15:167-174. [PMID: 38023468 PMCID: PMC10660313 DOI: 10.34172/mejdd.2023.339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 06/09/2023] [Indexed: 12/01/2023] Open
Abstract
Background: In the current era of monitoring healthcare costs for patients with inflammatory bowel disease (IBD), there has been a shift in the pattern of such costs. In this cross-sectional study conducted in three hospitals in Iran from 2015 to 2021, we aimed to assess the in-hospital costs of IBD and identify predictors of higher total hospital costs in hospitalized patients with IBD. Methods: This cross-sectional study was conducted at three hospitals in Iran. For the purpose of this study, we collected demographic and clinical information, as well as cost data for patients with IBD. Two non-parametric statistical procedures, classification and regression trees (CARTs) and quantile regression forests (QRFs), were employed to identify the main factors related to hospital costs of IBD, which served as the dependent variable in our analysis. Results: During 7 years, 930 admissions occurred in these three hospitals. 22.3% of patients (138 of 619) were readmitted, and 306 (49.4%) were male. The mean age of the patients was 33 (SD=18.9) years. A total of 454 patients (73.3%) had ulcerative colitis (UC), and 165 patients (26.7%) had Crohn's disease (CD). Hotelling and medication costs accounted for the largest share of the total hospital costs, with percentages of 30.61% and 23.40%, respectively. Length of stay (LOS) was found to be the most important variable related to hospital costs of IBD in both QRF and CART models, followed by age and year of hospital admission in QRF. Additionally, in the CART model, hospital type and year of hospital admission were also significant predictors of hospital costs for patients with IBD. Conclusion: The present study showed that LOS, age, year of admission, and the hospital where the patient is admitted are all important factors that determine hospital costs for patients with IBD. Patients admitted for 20.5 days or longer had the highest hospital costs. These findings can be used as thresholds for future DRG policies.
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Affiliation(s)
- Sulmaz Ghahramani
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hafez Shojaadini
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ashkan Akbarzade
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Fatemeh Sadeghi
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Vahid Hajianpour
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Fatemeh Nozaie
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Sayari
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kamran Bagheri Lankarani
- Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
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