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Font-Gonzalez A, Feijen ELAM, Geskus RB, Dijkgraaf MGW, van der Pal HJH, Heinen RC, Jaspers MW, van Leeuwen FE, Reitsma JBJ, Caron HN, Sieswerda E, Kremer LC. Risk and associated risk factors of hospitalization for specific health problems over time in childhood cancer survivors: a medical record linkage study. Cancer Med 2017; 6:1123-1134. [PMID: 28378525 PMCID: PMC5430098 DOI: 10.1002/cam4.1057] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Revised: 02/10/2017] [Accepted: 02/14/2017] [Indexed: 12/13/2022] Open
Abstract
Childhood cancer survivors (CCS) experience higher hospitalization rates compared to the general population for neoplasms, circulatory diseases, endocrine/nutritional/metabolic diseases and eye disorders. We studied trends in hospitalization rates and associated patient and treatment‐specific risk factors for diagnosis subgroups among these four diseases. We performed medical record linkage of a ≥5‐year CCS cohort with national registers, and obtained a random reference sample matched on age, gender and calendar year per CCS. For each diagnosis subgroup we compared hospitalization rates and trends over time in CCS and the reference population. Further, we analyzed risk factors for hospitalizations within the four CCS diagnosis groups. We used multivariate Poisson regression for all models. We retrieved hospitalization data from 1382 CCS and 26,583 reference persons. CCS had increased hospitalization rates for almost all diagnosis subgroups examined. Hospitalization rates for endocrine/nutritional/metabolic diseases appeared to increase with longer time since primary cancer diagnosis up to 30 years after primary cancer diagnosis. Survivors initially treated with radiotherapy had increased hospitalization rates for neoplasms (P < 0.001), those initially treated with anthracyclines (2.5 [1.1–5.5]) and radiotherapy to thorax and/or abdomen (9.3 [2.4–36.6]) had increased hospitalization rates for diseases of the circulatory system, and those initially treated with radiotherapy to head and/or neck had increased hospitalization rates for endocrine/nutritional/metabolic diseases (6.7 [3.5–12.7]) and diseases of the eye (3.6 [1.5–8.9]). Our study highlights that long‐term health problems resulting in hospitalizations are still clinically relevant later in life of CCS. The identified treatment‐related risk factors associated with hospitalizations support targeted follow‐up care for these risk groups of CCS.
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Affiliation(s)
- Anna Font-Gonzalez
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands
| | - Elizabeth Lieke A M Feijen
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands
| | - Ronald B Geskus
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Centre, Amsterdam, The Netherlands
| | | | - Helena J H van der Pal
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands.,Department of Medical Oncology, Academic Medical Centre, Amsterdam, The Netherlands
| | - Richard C Heinen
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands
| | - Monique W Jaspers
- Department of Medical Informatics, Center for Human Factors Engineering of Health Information Technology (HITlab), Academic Medical Center, Amsterdam, The Netherlands
| | - Flora E van Leeuwen
- Department of Epidemiology, National Cancer Institute, Amsterdam, The Netherlands
| | - J B Johannes Reitsma
- Julius Center for Health Sciences and Primary Care, University Medical Centre, Utrecht, The Netherlands
| | - Hubert N Caron
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands
| | - Elske Sieswerda
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands
| | - Leontien C Kremer
- Department of Pediatric Oncology, Emma Children's Hospital/Academic Medical Centre, Amsterdam, The Netherlands
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High Hospitalization Rates in Survivors of Childhood Cancer: A Longitudinal Follow-Up Study Using Medical Record Linkage. PLoS One 2016; 11:e0159518. [PMID: 27433937 PMCID: PMC4951023 DOI: 10.1371/journal.pone.0159518] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Accepted: 07/05/2016] [Indexed: 11/21/2022] Open
Abstract
Hospitalization rates over time of childhood cancer survivors (CCS) provide insight into the burden of unfavorable health conditions on CCS and health care resources. The objective of our study was to examine trends in hospitalizations of CCS and risk factors in comparison with the general population. We performed a medical record linkage study of a cohort of 1564 ≥five-year CCS with national registers. We obtained a random sample of the general population matched on year of birth, gender and calendar year per CCS retrieved. We quantified and compared hospitalization rates of CCS and reference persons from 1995 until 2005, and we analyzed risk factors for hospitalization within the CCS cohort with multivariable Poisson models. We retrieved hospitalization information from 1382 CCS and 25583 reference persons. The overall relative hospitalization rate (RHR) was 2.2 (95%CI:1.9–2.5) for CCS compared to reference persons. CCS with central nervous system and solid tumors had highest RHRs. Hospitalization rates in CCS were increased compared to reference persons up to at least 30 years after primary diagnosis, with highest rates 5–10 and 20–30 years after primary cancer. RHRs were highest for hospitalizations due to neoplasms (10.7; 95%CI:7.1–16.3) and endocrine/nutritional/metabolic disorders (7.3; 95%CI:4.6–11.7). Female gender (P<0.001), radiotherapy to head and/or neck (P<0.001) or thorax and/or abdomen (P = 0.03) and surgery (P = 0.01) were associated with higher hospitalization rates in CCS. In conclusion, CCS have increased hospitalization rates compared to the general population, up to at least 30 years after primary cancer treatment. These findings imply a high and long-term burden of unfavorable health conditions after childhood cancer on survivors and health care resources.
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Studying Hospitalizations and Mortality in the Netherlands: Feasible and Valid Using Two-Step Medical Record Linkage with Nationwide Registers. PLoS One 2015; 10:e0132444. [PMID: 26147988 PMCID: PMC4493069 DOI: 10.1371/journal.pone.0132444] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 06/15/2015] [Indexed: 12/01/2022] Open
Abstract
In the Netherlands, the postal code is needed to study hospitalizations of individuals in the nationwide hospitalization register. Studying hospitalizations longitudinally becomes troublesome if individuals change address. We aimed to report on the feasibility and validity of a two-step medical record linkage approach to examine longitudinal trends in hospitalizations and mortality in a study cohort. First, we linked a study cohort of 1564 survivors of childhood cancer with the Municipal Personal Records Database (GBA) which has postal code history and mortality data available. Within GBA, we sampled a reference population matched on year of birth, gender and calendar year. Second, we extracted hospitalizations from the Hospital Discharge Register (LMR) with a date of discharge during unique follow-up (based on date of birth, gender and postal code in GBA). We calculated the agreement of death and being hospitalized in survivors according to the registers and to available cohort data. We retrieved 1477 (94%) survivors from GBA. Median percentages of unique/potential follow-up were 87% (survivors) and 83% (reference persons). Characteristics of survivors and reference persons contributing to unique follow-up were comparable. Agreement of hospitalization during unique follow-up was 94% and agreement of death was 98%. In absence of unique identifiers in the Dutch hospitalization register, it is feasible and valid to study hospitalizations and mortality of individuals longitudinally using a two-step medical record linkage approach. Cohort studies in the Netherlands have the opportunity to study mortality and hospitalization rates over time. These outcomes provide insight into the burden of clinical events and healthcare use in studies on patients at risk of long-term morbidities.
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Atun RA, McKee M, Coker R, Gurol-Urganci I. Health systems' responses to 25 years of HIV in Europe: inequities persist and challenges remain. Health Policy 2007; 86:181-94. [PMID: 18053609 DOI: 10.1016/j.healthpol.2007.10.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2007] [Revised: 09/21/2007] [Accepted: 10/03/2007] [Indexed: 10/22/2022]
Abstract
Europe is currently experiencing the fastest rate of growth of HIV of any region of the world. An analysis of policy and health system responses to the HIV epidemic in Europe and central Asia (hereafter referred to as Europe) over the last 25 years reveals considerable heterogeneity. In general, while noting hazards of broad generalisations and the differences that exist across countries in a particular grouping, effective policies to control HIV have been implemented more widely in western than in central and eastern Europe. However, the evidence suggests persistence of inequalities in access to preventive and treatment services, with those at highest risk, such as commercial sex workers, prisoners, intravenous drug users, and migrants often particularly disadvantaged, despite many targeted programmes. Responses in individual countries, especially in the early stages of the epidemic, were influenced by specific cultural and political factors. Strong leadership and active involvement by civil society organisations emerge as important factors for success but also a limiting factor to the response observed in eastern Europe, where civil society or NGO culture is weak as compared to western Europe. Scaling up of effective responses in many countries in eastern Europe will be challenging-where increased financial resources will have to be accompanied by broader changes to health system organization with greater involvement of the civil society in planning and delivery of client-focused services.
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Affiliation(s)
- Rifat A Atun
- Centre for Health Management, Imperial College London, United Kingdom.
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Yazdanpanah Y, Goldie SJ, Losina E, Weinstein MC, Lebrun T, Paltiel AD, Seage GR, Leblanc G, Ajana F, Kimmel AD, Zhang H, Salamon R, Mouton Y, Freedberg KA. Lifetime Cost of HIV Care in France during the Era of Highly Active Antiretroviral Therapy. Antivir Ther 2002. [DOI: 10.1177/135965350200700405] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective To estimate the treatment and health care costs of HIV infection or AIDS in France during the era of highly active antiretroviral therapy (HAART). Design We used a clinical database of HIV-infected patients to calculate the resource use and cost of care for different stages of HIV infection. Costs were incorporated into a computer-based, probabilistic simulation model of the natural history and treatment of HIV infection to estimate the lifetime cost of treating patients with HIV disease. Setting A northern France HIV clinical cohort. Participants 1232 HIV-infected patients followed from January 1994 through July 1998. Results In the absence of an AIDS-defining event, the average total cost of care ranged from 670 euros (1 euro=US $1.19) per person-month in the highest CD4 stratum (>500/μl) to 1060 euros per person-month in the lowest CD4 stratum (≤50/μl). The mean cost of care was estimated at 3370 euros per person-month during the initial months around the occurrence of an AIDS-defining event; at 1750 euros per person-month during the period spanning from 2 months after the diagnosis of specific AIDS-defining event to 1 month prior to death; and at 13 010 euros per person-month in the final month prior to death. If clinical management of HIV infection began at a CD4 cell count of 378/μl, as in this cohort, the discounted lifetime cost of treating an HIV-infected French patient was estimated at 214 000 euros. The undiscounted costs were 309 000 euros over a projected life expectancy of 16.4 years. Conclusion The cost of HIV disease varies widely depending upon the stage of illness. These estimates of stage-specific and lifetime costs of HIV care will assist health policy planners in assessing the burden of disease in the era of HAART and projecting future resource requirements.
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Affiliation(s)
- Yazdan Yazdanpanah
- Service Universitaire des Maladies Infectieuses et du Voyageur, Centre Hospitalier de Tourcoing, Faculté de Médecine de Lille, France
- Labores CNRS U362, Lille, France
| | - Sue J Goldie
- Department of Health Policy and Management and Department of Epidemiology, Harvard School of Public Health, Boston, Mass., USA
| | - Elena Losina
- Department of Epidemiology and Biostatistics, Boston University School of Public Health, Boston University School of Medicine, Boston, Mass., USA
| | - Milton C Weinstein
- Department of Health Policy and Management and Department of Epidemiology, Harvard School of Public Health, Boston, Mass., USA
| | | | - A David Paltiel
- Department of Epidemiology and Public Health, Yale University School of Medicine, New Haven, Conn., USA
| | - George R Seage
- Department of Health Policy and Management and Department of Epidemiology, Harvard School of Public Health, Boston, Mass., USA
| | - Garmenick Leblanc
- Direction de l'Hospitalisation et de l'Organisation des soins, Ministère d'emploi et de solidarité, Paris, France
| | - Faisa Ajana
- Service Universitaire des Maladies Infectieuses et du Voyageur, Centre Hospitalier de Tourcoing, Faculté de Médecine de Lille, France
| | - April D Kimmel
- Division of General Medicine and Partners AIDS Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Mass., USA
| | - Hong Zhang
- Division of General Medicine and Partners AIDS Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Mass., USA
| | - Roger Salamon
- INSERM Unit 330, University of Bordeaux II, Bordeaux, France
| | - Yves Mouton
- Service Universitaire des Maladies Infectieuses et du Voyageur, Centre Hospitalier de Tourcoing, Faculté de Médecine de Lille, France
| | - Kenneth A Freedberg
- Department of Health Policy and Management and Department of Epidemiology, Harvard School of Public Health, Boston, Mass., USA
- Department of Epidemiology and Biostatistics, Boston University School of Public Health, Boston University School of Medicine, Boston, Mass., USA
- Division of General Medicine and Partners AIDS Research Center, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Mass., USA
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Postma MJ, Tolley K, Leidl RM, Downs AM, Beck EJ, Tramarin AM, Flori YA, Santin M, Antoñanzas F, Kornarou H, Paparizos VC, Dijkgraaf MG, Borleffs J, Luijben AJ, Jager JC. Hospital care for persons with AIDS in the European Union. Health Policy 1997; 41:157-76. [PMID: 10173092 DOI: 10.1016/s0168-8510(97)00019-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study estimates the current and future hospital resources for AIDS patients in the European Union (EU), using multinational scenario analysis (EU Concerted Action BMH1-CT-941723). In collaboration with another EU-project ('Managing the Costs of HIV Infection'), six national European studies on the utilization of hospital care for AIDS have been selected to provide the data for our analysis. The selection criteria involve recentness, quality, comparability, accessibility and representativeness. Baseline hospital resource utilization is estimated for hospital inpatient days and outpatient contracts, using a standardized approach controlling for two severity stages of AIDS (chronic stage and late stage). The epidemiological part of the study is based on standard models for backcalculating HIV incidence and projecting AIDS incidence, prevalence and mortality. In the next step, baseline resource utilization is linked to epidemiological information in a mixed prevalence and mortality-based approach. Several scenarios render different future epidemiological developments and hospital resource needs. For the year 1999, hospital bed needs of 10,000-12,700 in the EU are indicated, representing an increase of 20-60% compared to the estimated current (1995) level. The projected range for 1999 corresponds to a maximum of 0.65% of all hospital beds available in the EU. The growth in the number of outpatient hospital contacts is projected to possibly exceed that of inpatient days up to 1.82 million in 1999. Our methodology illustrates that estimation of current and future hospital care for AIDS has to be controlled for severity stages, to prevent biases. Further application of the multinational approach is demonstrated through a 'what-if' analysis of the potential impact of combination triple therapy for HIV/AIDS. Estimation of the economic impact of other diseases could as well benefit from the severity-stages approach.
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Affiliation(s)
- M J Postma
- Department of Public Health Forecasting, Bilthoven, The Netherlands
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