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Jo M, Lee Y, Kim T. Medical care costs at the end of life among older adults with cancer: a national health insurance data-based cohort study. BMC Palliat Care 2023; 22:76. [PMID: 37349710 DOI: 10.1186/s12904-023-01197-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 06/20/2023] [Indexed: 06/24/2023] Open
Abstract
OBJECTIVE Along with aging, the elderly population with cancers is increasing. The costs of end-of-life (EOL) care are particularly high among cancer patients. The purpose of this study was to investigate the trends in medical costs in the last year of life among older adults with cancer. DESIGN, SETTING, AND PARTICIPANTS Using the Health Insurance Review and Assessment Services (HIRA) database for the period 2016-2019, we identified older adults aged ≥ 65 years who had a primary diagnosis of cancers and high-intensity treatment at least once in the intensive care unit (ICU) of tertiary hospitals. MAIN OUTCOMES AND MEASURES High-intensity treatment was defined as receiving at least one of the following treatments: cardiopulmonary resuscitation, mechanical ventilation, extracorporeal membrane oxygenation, hemodialysis, and transfusion. The EOL medical treatment costs were calculated by dividing periods 1, 2, 3, 6, and 12 months from the time of death, respectively. RESULTS The mean total EOL medical expense per older adult during the year before death was $33,712. The cost of EOL medical expenses for three months and one month before subjects' death accounted for 62.6% ($21,117) and 33.8% ($11,389) of total EOL costs, respectively. Among subjects who died while receiving high-intensity treatment in the ICU, the costs associated with medical treatments that occurred during the last month before death were 42.4% ($13,841) of the total EOL expenses during the year. CONCLUSION The findings indicate that EOL care expenditures for the older population with cancer are highly concentrated until the last month. The intensity of medical care is an important and challenging issue in terms of care quality and cost suitability. Efforts are needed to properly use medical resources and provide optimal EOL care for older adults with cancer.
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Affiliation(s)
- Minjeong Jo
- Research Institute for Hospice/Palliative Care, College of Nursing, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yunji Lee
- College of Nursing, Pusan National University, Yangsan, South Korea
| | - Taehwa Kim
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Geumo-ro 20, Beomeo-ri, Mulgeum-eup, Yangsan-si, Gyeongsangnam-do, 50612, Republic of Korea.
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Republic of Korea.
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2
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Konara Mudiyanselage SP, Wu YL, Kukreti S, Chen CC, Lin CN, Tsai YT, Ku HC, Fang SY, Wang JD, Ko NY. Dynamic changes in quality of life, psychological status, and body image in women who underwent a mastectomy as compared with breast reconstruction: an 8-year follow up. Breast Cancer 2023; 30:226-240. [PMID: 36319889 DOI: 10.1007/s12282-022-01413-6] [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: 02/21/2022] [Accepted: 10/27/2022] [Indexed: 02/24/2023]
Abstract
BACKGROUND Surgical decisions and methods of surgery highly influence long term QoL for breast cancer (BC) survivors. This study is aimed towards an exploration of the dynamic changes in quality of life (QoL), anxiety/depression status, and body image (BI) among women with BC who received a mastectomy compared with those receiving breast reconstruction (BR) within an 8-year follow-up period. METHODS Women with major BC surgeries were invited to complete the World Health Organization Quality of Life-Brief (WHOQOL-BREF), the European quality of life five dimensions questionnaire (EQ-5D), and a body image scale within 8 years of surgery. Kernel smoothing methods were applied to describe dynamic changes in QoL, anxiety/depression, and BI at different time points. Linear mixed effects models were constructed to identify the interaction between time, different types of surgery, and the determinants of QoL in these patients. RESULTS After 1:10 propensity score matching, a total of 741 women who had undergone a BR and mastectomy were included. The BR group exhibited a high WHOQOL QoL score one to five years after surgery with some fluctuations. The mastectomy group had comparatively stable QoL scores on WHOQOL items and were less depressed/anxious. The BR group generally showed fluctuating, higher BI scores two years after surgery, but they exhibited more anxiety/depression during follow up for 8 years. Medical comorbidities, the status of anxiety/depression, and BI were the major factors influencing all domains and items of the WHOQOL BREF among women with BC. CONCLUSION The mastectomy group showed a decreased trend toward depression in patients with BC. The BR group showed a significant improvement in QoL in the first 5 years with massive fluctuations. These findings should be considered and discussed in patient participatory decision-making and promotion of QoL for breast cancer survivors.
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Affiliation(s)
- Sriyani Padmalatha Konara Mudiyanselage
- International Doctoral Program in Nursing, Department of Nursing, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,Operation Theatre Department, The National Hospital of Sri Lanka, Colombo, Sri Lanka
| | - Yi-Lin Wu
- International Doctoral Program in Nursing, Department of Nursing, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,Department of Nursing, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC
| | - Shikha Kukreti
- Department of Public Health, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,Department of Public Health College of Medicine, National Cheng Kung University, No. 1, University Road, Tainan, 70101, Taiwan
| | - Chang-Chun Chen
- International Doctoral Program in Nursing, Department of Nursing, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC
| | - Chia-Ni Lin
- Department of Public Health, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC
| | - Yi-Tseng Tsai
- International Doctoral Program in Nursing, Department of Nursing, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,, No. 66, Sec. 2, Changhe Rd., Annan Dist., Tainan, 709, Taiwan
| | - Han-Chang Ku
- International Doctoral Program in Nursing, Department of Nursing, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,, No. 66, Sec. 2, Changhe Rd., Annan Dist., Tainan, 709, Taiwan
| | - Su-Ying Fang
- Department of Nursing, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jung-Der Wang
- Department of Public Health, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC.,Department of Public Health College of Medicine, National Cheng Kung University, No. 1, University Road, Tainan, 70101, Taiwan
| | - Nai-Ying Ko
- Department of Nursing, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC. .,Department of Public Health, College of Medicine, National Cheng Kung University, No.1, Ta-Hsueh Road, Tainan, 701, Taiwan, ROC. .,Department of Nursing, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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3
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Shirane S, Michihata N, Yoshiuchi K, Ariyoshi K, Iwase S, Morita K, Matsui H, Fushimi K, Yasunaga H. Evaluation of quality indicators near death in older adult cancer decedents in Japan: A nationwide retrospective cohort study. Jpn J Clin Oncol 2021; 51:1643-1648. [PMID: 34530454 DOI: 10.1093/jjco/hyab145] [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: 04/13/2021] [Accepted: 08/30/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES End-of-life cancer care is important; however, data on hospitalization and costs for older patients have been lacking. We aimed to examine quality indicators and costs for older patients in Japan. METHODS Using the Diagnosis Procedure Combination database, a national database of acute-care hospitals in Japan, we retrospectively collected data on cancer decedents aged ≥65 years. We evaluated the quality indicators (hospitalizations, length of stay in the hospital, emergency hospitalizations, emergency hospitalizations using an ambulance, intensive care unit [ICU] admissions, length of stay in the ICU, interval between last chemotherapy use and death, and chemotherapy within 14 days before death) and hospitalization costs at 30, 90 and 180 days before death. We compared the outcomes across age groups (65-74, 75-84 and ≥ 85 years). RESULTS Between January 2011 and March 2015, we identified 369 616 cancer decedents. From 180 to 30 days before death, there were increases in emergency hospitalizations, emergency hospitalizations using an ambulance, and the mean costs per hospital day. Overall, 16.7% of patients receiving chemotherapy last received this treatment on the day before death or the day of death. Costs decreased with increasing age. The group aged ≥85 years had the shortest hospital and ICU stays and the lowest multiple hospitalizations, ICU admissions, chemotherapy within 14 days before death, and costs. CONCLUSIONS Many older adult patients had emergency hospitalizations and received chemotherapy just prior to death, and there is room for improvement in appropriate end-of-life care. Oldest old patients consumed relatively few medical resources.
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Affiliation(s)
- Sachie Shirane
- Department of Stress Sciences and Psychosomatic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nobuaki Michihata
- Department of Health Services Research, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kazuhiro Yoshiuchi
- Department of Stress Sciences and Psychosomatic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Keisuke Ariyoshi
- Department of Data Management, Japanese Organisation for Research and Treatment of Cancer Data Center, Tokyo, Japan
| | - Satoru Iwase
- Department of Emergency and Palliative Medicine, Faculty of Medicine, Saitama Medical University, Saitama, Japan
| | - Kojiro Morita
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo, Japan.,Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Kiyohide Fushimi
- Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School, Tokyo, Japan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo, Japan
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Doble B, Wong WHM, Finkelstein E. End-of-life cost trajectories and the trade-off between treatment costs and life-extension: Findings from the Cost and Medical Care of Patients with Advanced Serious Illness (COMPASS) cohort study. Palliat Med 2021; 35:893-903. [PMID: 33730947 DOI: 10.1177/0269216321999576] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Few studies have assessed how patient preferences influence end-of-life costs. AIM To estimate mean monthly healthcare costs in 2019 Singapore Dollars (SGD) at five time points within the last year of life and identify how patients' preferences for the trade-off between treatment cost containment and life-extension and other factors affect these costs. DESIGN Mean monthly costs were quantified in the last 1, 3, 6, 9, and 12-months before death. Univariate and multivariate analyses were conducted. SETTING/PARTICIPANTS Billing records for 286 deceased participants in the Cost and Medical Care of Patients with Advanced Serious Illness (COMPASS) cancer cohort study in Singapore. RESULTS Mean monthly costs were $5140 (95% CI: $4750; $5520) in the 12-months before death and rose to $8350 (95% CI: $7110; $9590) 1-month before death. Participants preferring higher cost containment/less life-extension defied the trend of increasing costs closer to death (mean monthly costs of $4630 (95% CI: $3690; $ 5580) and $4850 (95% CI: $2850; $6850) (12-months and 1-month before death respectively). Participants preferring lower cost containment/more life-extension had costs that were $1050 (95% CI: $49; $2051) and $5220 (95% CI: $2320; $8130) higher than those preferring lower costs/less life-extension 12-months and 1-month before death respectively. CONCLUSIONS On average, cancer patients in Singapore can expect to spend $61,680 in the last year of life. Of broader relevance is that patient preferences and other observable factors clearly influence these costs, suggesting that policymakers and patients can better predict and budget for end-of-life costs by considering these factors.
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Affiliation(s)
- Brett Doble
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore.,Programme for Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Wei Han Melvin Wong
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore.,Programme for Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Eric Finkelstein
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore.,Programme for Health Services and Systems Research, Duke-NUS Medical School, Singapore
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5
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Kokkotou E, Stefanou G, Syrigos N, Gourzoulidis G, Ntalakou E, Apostolopoulou A, Charpidou A, Kourlaba G. End-of-life cost for lung cancer patients in Greece: a hospital-based retrospective study. J Comp Eff Res 2021; 10:315-324. [PMID: 33605788 DOI: 10.2217/cer-2020-0167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Objective: The aim of the present study was to estimate the cost of treating patients with lung cancer at their end-of-life (EOL) phase of care in Greece. Materials & methods: A hospital-based retrospective study was conducted in the Oncology Unit of 'Sotiria' Hospital, in Athens, Greece. All lung cancer patients who died between 1 January 2015 and 31 December 2018 with at least 6 months follow-up were enrolled in the study. Healthcare resource utilization data, including inpatient and outpatient ones, during the last 6 months before death was extracted from a registry kept in the unit. This data were combined with the corresponding local unit costs to calculate the 6, 3 and 1-month EOL cost in €2019 values. Results: A total of 122 patients met the inclusion criteria. The mean (standard deviation) age at diagnosis was 67.8 (8.9) years with 78.7% of patients being male and 55.0% diagnosed at stage IV. About 52.5% of patients had been diagnosed with adenocarcinoma, 28.7% with squamous non-small-cell lung cancer types and 18.9% with small-cell-lung cancer. The median overall survival of these patients was 10.8 months. During the EOL periods, the mean cost/patient in the last 6, 3 and 1 month were €7665, €3351 and €1009, respectively. Pharmaceutical cost was the key driver of the total cost (75% of the total 6-month) followed by radiation therapy (16.2%). The median EOL 6-month cost was marginally statistically significantly higher among patients with adenocarcinoma (€9031) compared with squamous (€6606) and to small-cell-lung cancer (€5474). Conclusion: The findings of the present study indicate that lung cancer treatment incurs high costs in Greece, mainly attributed to pharmaceutical expenses, even at the EOL phase.
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Affiliation(s)
- Eleni Kokkotou
- 3rd Department of Medicine, Oncology Unit, Athens Medical School, National & Kapodistrian University of Athens, Athens, Greece
| | | | - Nikolaos Syrigos
- 3rd Department of Medicine, Oncology Unit, Athens Medical School, National & Kapodistrian University of Athens, Athens, Greece
| | | | - Eleutheria Ntalakou
- 3rd Department of Medicine, Oncology Unit, Athens Medical School, National & Kapodistrian University of Athens, Athens, Greece
| | - Anna Apostolopoulou
- 3rd Department of Medicine, Oncology Unit, Athens Medical School, National & Kapodistrian University of Athens, Athens, Greece
| | - Andriani Charpidou
- 3rd Department of Medicine, Oncology Unit, Athens Medical School, National & Kapodistrian University of Athens, Athens, Greece
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6
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Li F, Zhu B, Sang P, Jin C. How the resource allocation and inpatient behavior affect the expenditures of terminal malignant tumor patients? J Cancer Policy 2020. [DOI: 10.1016/j.jcpo.2020.100249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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7
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Girard N, Moro-Sibilot D, Bouée S, Emery C, Torreton E, Le Lay K, Luciani L, Maritaz C, Chouaid C. Treatment sequence of first and second generation tyrosine kinase inhibitor followed by osimertinib in EGFR-mutated non-small-cell lung cancer: a real life study. Future Oncol 2020; 16:1115-1124. [PMID: 32352321 DOI: 10.2217/fon-2020-0084] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Background: We aimed to assess the effectiveness and cost of patients with first line tyrosine kinase inhibitors (TKIs) sequence of first (1G) and second generation (2G) followed by osimertinib. Materials & methods: Using the French nationwide claims and hospitalization database, we analyzed non-small-cell lung cancer patients who had been treated with osimertinib between April 2015 and December 2017, after a first line treatment with a TKI-1G/2G. Results: The median time on treatment for sequential TKI-1G/2G followed by osimertinib was 34 months (95% CI: 31-46); 13 and 12months, respectively for TKI 1G or 2G and TKI 3G, respectively. The median overall survival for sequential TKI 1G or 2G followed by osimertinib was 37 months (95% CI: 34-42). The mean monthly costs per patient was €5162. Conclusion: These results, in line with those observed during clinical trials, confirm the effectiveness of the sequence TKI-1G/2G followed by osimertinib in EGFR-mutated non-small-cell lung cancer.
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Affiliation(s)
- Nicolas Girard
- Département d'oncologie médicale, Institut Curie, Paris, France
| | | | | | | | | | - Katell Le Lay
- Market Acess/HEOR, Boehringer Ingelheim, Paris, France
| | - Laura Luciani
- Market Acess/HEOR, Boehringer Ingelheim, Paris, France
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Wen FH, Chen JS, Chou WC, Chang WC, Hsieh CH, Tang ST. Extent and Determinants of Terminally Ill Cancer Patients' Concordance Between Preferred and Received Life-Sustaining Treatment States: An Advance Care Planning Randomized Trial in Taiwan. J Pain Symptom Manage 2019; 58:1-10.e10. [PMID: 31004770 DOI: 10.1016/j.jpainsymman.2019.04.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 04/10/2019] [Accepted: 04/11/2019] [Indexed: 11/30/2022]
Abstract
CONTEXT Promoting patient value-concordant end-of-life care is a priority in health care systems but has rarely been examined in randomized clinical trials. OBJECTIVES To examine the effectiveness of an advance care planning intervention in facilitating concordance between cancer patients' preferred and received life-sustaining treatment (LST) states and to explore modifiable factors facilitating or impeding such concordance. METHODS Terminal cancer patients (N = 460) were randomly assigned 1:1 to the experimental and control arms of a randomized clinical trial, with 430 deceased participants comprising the final sample. States of preferred LSTs (cardiopulmonary resuscitation, intensive care unit care, chest compression, intubation with mechanical ventilation, intravenous nutrition, and nasogastric tube feeding) and LSTs received in the last month were examined by hidden Markov modeling. Concordance and its modifiable predictors were evaluated by kappa and multivariate logistic regression, respectively. RESULTS We identified three LST-preference states (uniformly preferring LSTs, rejecting LSTs except intravenous nutrition support, and mixed LST preferences) and three received LST states (uniformly receiving LSTs, received intravenous nutrition only, and selectively receiving LSTs). Concordance was not significantly higher in the experimental than the control arm (kappa [95% CI]: 0.126 [0.032, 0.221] vs. 0.050 [-0.028, 0.128]; arm difference: odds ratio [95% CI]: 1.008 [0.675, 1.5001]). Preferred-received LST-state concordance was facilitated by accurate prognostic awareness, better quality of life, and more depressive symptoms, whereas concordance was impeded by more anxiety symptoms. CONCLUSIONS Our advance care planning intervention did not facilitate concordance between terminally ill cancer patients' preferred and received LST states, but patient value-concordant end-of-life care may be facilitated by interventions to cultivate accurate prognostic awareness, improve quality of life, support depressive patients, and clarify anxious patients' overexpectations of LST efficacy.
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Affiliation(s)
- Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan
| | - Jen-Shi Chen
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan; Chang Gung University College of Medicine, Tao-Yuan, Taiwan
| | - Wen-Chi Chou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan; Chang Gung University College of Medicine, Tao-Yuan, Taiwan
| | - Wen-Cheng Chang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan; Chang Gung University College of Medicine, Tao-Yuan, Taiwan
| | - Chia-Hsun Hsieh
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan; Chang Gung University College of Medicine, Tao-Yuan, Taiwan
| | - Siew Tzuh Tang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan; School of Nursing, Chang Gung University, Tao-Yuan, Taiwan; Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Kaohsiung, Taiwan.
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Chen JS, Wen FH, Chou WC, Hsieh CH, Chang WC, Tang ST. Terminally Ill Cancer Patients' Distinct Symptom-Functional Patterns/States Are Differentially Associated with Their Accurate Prognostic Awareness in the Last Six Months of Life. J Palliat Med 2019; 22:782-789. [DOI: 10.1089/jpm.2018.0538] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Affiliation(s)
- Jen-Shi Chen
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan
- Chang Gung University School of Medicine, Tao-Yuan, Taiwan
| | - Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan
| | - Wen-Chi Chou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan
- Chang Gung University School of Medicine, Tao-Yuan, Taiwan
| | - Chia-Hsun Hsieh
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan
- Chang Gung University School of Medicine, Tao-Yuan, Taiwan
| | - Wen-Cheng Chang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan
- Chang Gung University School of Medicine, Tao-Yuan, Taiwan
| | - Siew Tzuh Tang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan
- School of Nursing, Chang Gung University, Tao-Yuan, Taiwan
- Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Kaohsiung, Taiwan
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10
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Timing of Palliative Care in Colorectal Cancer Patients: Does It Matter? J Surg Res 2019; 241:285-293. [PMID: 31048219 DOI: 10.1016/j.jss.2019.04.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 03/01/2019] [Accepted: 04/03/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND Palliative care can improve end-of-life care and reduce health care expenditures, but the optimal timing for initiation remains unclear. We sought to characterize the association between timing of palliative care, in-hospital deaths, and health care costs. METHODS This is a retrospective cohort study including all patients who were diagnosed and died of colorectal cancer between 2004 and 2012 in Manitoba, Canada. The primary exposure was timing of palliative care, defined as no involvement, late involvement (less than 14 d before death), early involvement (14 to 60 d before death), and very early involvement (>60 d before death). The primary outcome was in-hospital deaths and end-of-life health care costs. RESULTS A total of 1607 patients were included; 315 (20%) received palliative care and 162 (10%) died in hospital. Compared to those who did not receive palliative care, patients with early and very early involvement experienced significantly decreased odds of dying in hospital (OR 0.21 95% CI 0.06-0.69 P = 0.01 and OR 0.11 95% CI 0.01-0.78 P = 0.03, respectively) and significantly lower health care costs. There were no significant differences in in-hospital deaths and health care costs between patients without palliative care and those who received late palliative care. CONCLUSIONS Early palliative care involvement is associated with decreased odds of dying in hospital and lower health care utilization and costs in patients with colorectal cancer. These findings provide real-world evidence supporting early integration of palliative care, although the optimal timing (early versus very early) remains a matter of debate.
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Tang ST, Chen JS, Wen FH, Chou WC, Chang JWC, Hsieh CH, Chen CH. Advance Care Planning Improves Psychological Symptoms But Not Quality of Life and Preferred End-of-Life Care of Patients With Cancer. J Natl Compr Canc Netw 2019; 17:311-320. [DOI: 10.6004/jnccn.2018.7106] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 11/09/2018] [Indexed: 11/17/2022]
Abstract
Background: This study was conducted to examine whether a longitudinal advance care planning (ACP) intervention facilitates concordance between the preferred and received life-sustaining treatments (LSTs) of terminally ill patients with cancer and improves quality of life (QoL), anxiety symptoms, and depressive symptoms during the dying process. Patients and Methods: Of 795 terminally ill patients with cancer from a medical center in Taiwan, 460 were recruited and randomly assigned 1:1 to the experimental and control arms. The experimental arm received an interactive ACP intervention tailored to participants’ readiness to engage in this process. The control arm received symptom management education. Group allocation was concealed, data collectors were blinded, and treatment fidelity was monitored. Outcome measures included 6 preferred and received LSTs, QoL, anxiety symptoms, and depressive symptoms. Intervention effectiveness was evaluated by intention-to-treat analysis. Results: Participants providing data had died through December 2017. The 2 study arms did not differ significantly in concordance between the 6 preferred and received LSTs examined (odds ratios, 0.966 [95% CI, 0.653–1.428] and 1.107 [95% CI, 0.690–1.775]). Participants who received the ACP intervention had significantly fewer anxiety symptoms (β, −0.583; 95% CI, −0.977 to −0.189; P= .004) and depressive symptoms (β, −0.533; 95% CI, −1.036 to −0.030; P= .038) compared with those in the control arm, but QoL did not differ. Conclusions: Our ACP intervention facilitated participants’ psychological adjustment to the end-of-life (EoL) care decision-making process, but neither improved QoL nor facilitated EoL care honoring their wishes. The inability of our intervention to improve concordance may have been due to the family power to override patients’ wishes in deeply Confucian doctrine–influenced societies such as Taiwan. Nevertheless, our findings reassure healthcare professionals that such an ACP intervention does not harm but improves the psychological well-being of terminally ill patients with cancer, thereby encouraging physicians to discuss EoL care preferences with patients and involve family caregivers in EoL care decision-making to eventually lead to patient value–concordant EoL cancer care.
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Affiliation(s)
- Siew Tzuh Tang
- aSchool of Nursing, Medical College, Chang Gung University
- bDepartment of Nursing, Chang Gung Memorial Hospital at Kaohsiung
- cDivision of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou
| | - Jen-Shi Chen
- dDivision of Hematology-Oncology, Chang Gung Memorial Hospital; and
- eChang Gung University College of Medicine, Tao-Yuan, Taiwan; and
| | - Fur-Hsing Wen
- fDepartment of International Business, Soochow University, and
| | - Wen-Chi Chou
- dDivision of Hematology-Oncology, Chang Gung Memorial Hospital; and
- eChang Gung University College of Medicine, Tao-Yuan, Taiwan; and
| | - John Wen-Cheng Chang
- dDivision of Hematology-Oncology, Chang Gung Memorial Hospital; and
- eChang Gung University College of Medicine, Tao-Yuan, Taiwan; and
| | - Chia-Hsun Hsieh
- dDivision of Hematology-Oncology, Chang Gung Memorial Hospital; and
- eChang Gung University College of Medicine, Tao-Yuan, Taiwan; and
| | - Chen Hsiu Chen
- gCollege of Nursing, National Taipei University of Nursing and Health Science, Taipei, Taiwan
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12
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Li Z, Pan Z, Zhang L, He R, Jiang S, Xu C, Lu F, Zhang P, Li B. End-of-life cost and its determinants for cancer patients in urban China: a population-based retrospective study. BMJ Open 2019; 9:e026309. [PMID: 30898830 PMCID: PMC6528019 DOI: 10.1136/bmjopen-2018-026309] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 01/22/2019] [Accepted: 01/30/2019] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE This study aimed to define the end-of-life (EOL) healthcare utilisation and its cost and determinants for cancer patients and to proactively inform related strategies in mainland China. DESIGN A population-based retrospective study. SETTING AND PARTICIPANTS Data from 894 cancer patients were collected in urban Yichang, China from 01 July 2015 to 30 June 2017. OUTCOME MEASURES Emergency department (ED) visits, outpatient and inpatient hospitalisation services, intensive care unit (ICU) admission and total costs were used as the main outcomes. RESULTS In this study, 66.8% of the 894 patients were male, and the average age was 60.4 years. Among these patients, 37.6% died at home, and patients had an average of 4.86 outpatient services, 2.23 inpatient hospitalisation services and 1.44 ED visits. Additionally, 5.9% of these patients visited the ICU at least once. During the EOL periods, the costs in the last 6 months, 3 months, 1 month and 1 week were US$18 234, US$13 043, US$6349 and US$2085, respectively. The cost increased dramatically as death approached. The estimation results of generalised linear regression models showed that aggressive care substantially affected expenditure. Patients with Urban Employee Basic Medical Insurance spent more than those with Urban Resident-based Basic Medical Insurance or the New Rural Cooperative Medical Scheme. The place of death and the survival time are also risk factors for increased EOL cost. CONCLUSION The findings suggested that the EOL cost for cancer patients is associated with aggressive care, insurance type and survival time. Timing palliative care is urgently needed to address ineffective and irrational healthcare utilisation and to reduce costs. ETHICS AND DISSEMINATION This study was approved by the Ethics Committee of the Tongji Medical College, Huazhong University of Science and Technology (IORG No.: IORG0003571). All the data used in this study were de-identified.
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Affiliation(s)
- Zhong Li
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zijing Pan
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liang Zhang
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ruibo He
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shan Jiang
- School of Health Policy and Management, Nanjing Medical University, Nanjing, China
| | - Chengzhong Xu
- Yichang Center for Disease Control and Prevention, Yichang, China
| | - Fangfang Lu
- Yichang Center for Disease Control and Prevention, Yichang, China
| | - Pei Zhang
- Yichang Center for Disease Control and Prevention, Yichang, China
| | - Boyang Li
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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13
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Jeon SM, Kwon JW, Choi SH, Park HY. Economic burden of lung cancer: A retrospective cohort study in South Korea, 2002-2015. PLoS One 2019; 14:e0212878. [PMID: 30794674 PMCID: PMC6386401 DOI: 10.1371/journal.pone.0212878] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 02/11/2019] [Indexed: 12/18/2022] Open
Abstract
We evaluated the survival rates and medical expenditure in patients with lung cancer using a nationwide claims database in South Korea. A retrospective observational cohort study design was used, and 2,919 lung cancer patients and their matched controls were included. Medical expenditures were analyzed with the Kaplan-Meier sample average method, and patients were categorized into 4 groups by operation and primary treatment method (i.e. Patients with operation: OP = surgery, OP+CTx/RTx = surgery with anti-cancer drugs or radiotherapy; Patients without operation: CTx/RTx = anti-cancer drugs or radiotherapy, Supportive treatment). The 5-year medical expenditure per case was highest in the OP+CTx/RTx group ($36,013), followed by the CTx/RTx ($23,134), OP ($22,686), and supportive treatment group ($3,700). Lung cancer-related anti-cancer drug therapy was the major cost driver, with an average 53% share across all patients. Generalized linear regression revealed that monthly medical expenditure in lung cancer patients, after adjustment for follow-up month, was approximately 3.1–4.3 times higher than that in the control group (cost ratio for OP = 3.116, OP+CTx/RTx = 3.566, CTx/RTx = 4.340, supportive treatment = 4.157). The monthly medical expenditure at end of life was estimated at $2,139 for all decedents, and approximately a quarter of patients had received chemotherapy in the last 3 months. In conclusion, this study presented the quantified treatment costs of lung cancer on various aspects compared with matched controls according to the treatment of choice. In this study, patients with operation incurred lower lifetime treatment costs than patients with CTx/RTx or supportive treatment, indicating that the economic burden of lung cancer was affected by treatment method. Further studies including both cancer stage and treatment modality are needed to confirm these results and to provide more information on the economic burden according to disease severity.
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Affiliation(s)
- Soo Min Jeon
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Kyungpook National University, Daegu, South Korea
| | - Jin-Won Kwon
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Kyungpook National University, Daegu, South Korea
| | - Sun Ha Choi
- Lung Cancer Center, Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Hae-Young Park
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Kyungpook National University, Daegu, South Korea
- * E-mail:
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14
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Wen FH, Chen JS, Su PJ, Chang WC, Hsieh CH, Hou MM, Chou WC, Tang ST. Terminally Ill Cancer Patients' Concordance Between Preferred Life-Sustaining Treatment States in Their Last Six Months of Life and Received Life-Sustaining Treatment States in Their Last Month: An Observational Study. J Pain Symptom Manage 2018; 56:509-518.e3. [PMID: 30025938 DOI: 10.1016/j.jpainsymman.2018.07.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 07/02/2018] [Accepted: 07/03/2018] [Indexed: 12/29/2022]
Abstract
CONTEXT/OBJECTIVE The extent to which patients' preferences for end-of-life (EOL) care are honored may be distorted if preferences are measured long before death, a common approach of existing research. We examined the concordance between cancer patients' states of life-sustaining treatments (LSTs) received in their last month and LST preference states assessed longitudinally over their last six months. METHODS We examined states of preferred and received LSTs (cardiopulmonary resuscitation, intensive care unit care, chest compression, intubation with mechanical ventilation, intravenous nutrition, and nasogastric tube feeding) in 271 cancer patients' last six months by a transition model with hidden Markov modeling (HMM). The extent of concordance was measured by a percentage and a kappa value. RESULTS HMM identified four LST preference states: life-sustaining preferring, comfort preferring, uncertain, and nutrition preferring. HMM identified four LST states received in patients' last month: generally received LSTs, LSTs uniformly withheld, selectively received LSTs, and received intravenous nutrition only. LSTs received concurred poorly with patients' preferences estimated right before death (39.5% and kappa value: 0.06 [95% CI: -0.02, 0.13]). Patients in the life-sustaining-preferring, uncertain, and nutrition-preferring states primarily received no LSTs, and patients in three of four states received intravenous nutrition against their preferences. Concordance was strongest for comfort-preferring patients. CONCLUSIONS Concordance was poor between patients' preferred and received LST states. Interventions are needed to clarify patients' EOL care goals and to facilitate their understanding about LST's ineffectiveness in prolonging life at EOL. Such interventions might increase patients' comfort preference and ensure concordance between their preferred and received EOL care.
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Affiliation(s)
- Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan
| | - Jen-Shi Chen
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Po-Jung Su
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Wen-Cheng Chang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Chia-Hsun Hsieh
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Ming-Mo Hou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Wen-Chi Chou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan
| | - Siew Tzuh Tang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou and College of Medicine, Chang Gung University, Tao-Yuan, Taiwan.
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Park M, Song I. Medical care costs of cancer in the last year of life using national health insurance data in Korea. PLoS One 2018; 13:e0197891. [PMID: 29879136 PMCID: PMC5991689 DOI: 10.1371/journal.pone.0197891] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 05/10/2018] [Indexed: 12/17/2022] Open
Abstract
Background Medical care of cancer patients at the end-of-life is costly. This study aims to describe the monthly trends of EOL medical care, drug therapy, and chemotherapy costs per patient with cancer in the last year of life in the inpatients vs. outpatient setting for the 13 most prevalent cancers in Korea. Methods Using the Health Insurance Review and Assessment Service (HIRA) database, we identified the patients who had been treated for the primary diagnoses of one of the 13 most prevalent cancers in Korea and died between January 1, 2013 and December 31, 2015. We calculated the mean monthly costs of medical care, drug therapy, and chemotherapy per patient in the last year of life by cancer site and patient setting (inpatient vs. outpatient). Results For most cancers, the monthly inpatient costs per patient remain stable or increased gradually from 12 months to 3 months prior to death and then increased steeply from 2 months prior to death. The mean monthly inpatient costs per patient were highest for acute myeloid leukemia (AML) throughout the last year of life; all solid tumors had similar trends of monthly inpatient costs. The mean monthly inpatient costs for AML increased from $5,465 (SD, $5,248) in 12 months prior to death to $15,033 (SD, $11,864) in the last month. The monthly outpatient costs per patient showed similar, gradually decreasing trends for most cancers. The mean outpatient costs were highest for kidney cancer; the costs sharply decreased from $954 (SD, $1,346) in 12 months prior to death to $424 (SD, $736) in the last month. The proportion of inpatients receiving chemotherapy in the last month of life was highest for AML (77%), followed by liver cancer (67%) and breast cancer (56%). Conclusion The monthly inpatient medical care costs per patient with cancer increased as the patient approached death, while the monthly outpatient costs decreased. A considerable proportion of inpatient received chemotherapy in the last month of life. Efforts are needed to optimize EOL care for cancer patients.
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Affiliation(s)
- Mihai Park
- Pharmaceutical Benefits Listing Division, Health Insurance Review and Assessment Service, Seoul, Korea
| | - Inmyung Song
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea
- * E-mail:
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16
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Merchant SJ, Brogly SB, Goldie C, Booth CM, Nanji S, Patel SV, Lajkosz K, Baxter NN. Palliative Care is Associated with Reduced Aggressive End-of-Life Care in Patients with Gastrointestinal Cancer. Ann Surg Oncol 2018; 25:1478-1487. [DOI: 10.1245/s10434-018-6430-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Indexed: 12/25/2022]
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17
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Hung YN, Wen FH, Liu TW, Chen JS, Tang ST. Hospice Exposure Is Associated With Lower Health Care Expenditures in Taiwanese Cancer Decedents' Last Year of Life: A Population-Based Retrospective Cohort Study. J Pain Symptom Manage 2018; 55:755-765.e5. [PMID: 29080802 DOI: 10.1016/j.jpainsymman.2017.10.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2017] [Revised: 10/12/2017] [Accepted: 10/13/2017] [Indexed: 01/04/2023]
Abstract
CONTEXT Evidence for the association of hospice exposure with lower health care expenditures at end of life (EOL) remains inconclusive and neglects EOL care being concentrated in patients' last few months. OBJECTIVE The association between hospice exposure and health care expenditures in cancer patients' last one, three, six, and 12 months was evaluated. METHODS In this population-based, retrospective cohort study, Taiwanese cancer decedents in 2001-2010 (N = 195,228) were matched 1:1, with proportions of matched hospice users reaching 87.8%, by a hospice-utilization propensity score. For each matched pair, exposure to hospice (time from hospice enrollment to death) was matched to equivalent periods for hospice nonusers before death. Hospice-care associations with health care expenditures were evaluated by hospice use/exposure interactions with multilevel linear regression modeling using generalized estimating equations. RESULTS The unadjusted main effect showed lower total mean health care expenditures for hospice users than for hospice nonusers only in the last one and three months (rate ratio [95% CI]: 0.86 [0.81, 0.90] and 0.93 [0.89, 0.96], respectively). However, after accounting for exposure time, hospice care was significantly associated with lower health care expenditures at exposures of ≤30, ≤60, and ≤180 days for health care expenditures measured in the last one and three months, six months, and 12 months, respectively. Savings for patients with lengthy hospice stays were neutralized or even disappeared. CONCLUSION Hospice care was associated with lower health care expenditures when it could actively intervene in EOL care. Hospice philosophy should be applied not only shortly before death but also throughout the dying trajectory to achieve maximum cost savings.
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Affiliation(s)
- Yen-Ni Hung
- School of Gerontology Health Management and Master's Program in Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan R.O.C
| | - Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan R.O.C
| | - Tsang-Wu Liu
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, Taiwan R.O.C
| | - Jen-Shi Chen
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Tao-Yuan, Taiwan R.O.C
| | - Siew Tzuh Tang
- Department of Nursing, Graduate School of Nursing, Tao-Yuan, Chang Gung University, Chang Gung Memorial Hospital at Kaohsiung, Tao-Yuan, Taiwan R.O.C; Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan R.O.C.
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18
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Merchant SJ, Lajkosz K, Brogly SB, Booth CM, Nanji S, Patel SV, Baxter NN. The Final 30 Days of Life. J Palliat Care 2017; 32:92-100. [DOI: 10.1177/0825859717738464] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background: Studies have reported overly aggressive end-of-life care (EOLC) in many cancers. We investigate trends in, and factors associated with, aggressive EOLC among patients who died of gastrointestinal (GI) cancers in Ontario, Canada. Methods: All patients with primary cause of death from esophageal, gastric, colon, and anorectal cancer from January 2003 to December 2013 were identified through the Ontario Cancer Registry, and information was collected from linked databases. Outcomes representing aggressive EOLC were assessed: administration of chemotherapy, any emergency department (ED) visits, hospital admissions, intensive care unit (ICU) admissions (all within 30 days of death), death in hospital and in ICU, and a composite outcome representing any aggressive EOLC. Temporal trends were analyzed using the Cochran-Armitage test. Results: There were 34 630 patients in the cohort: 43% colon, 26% anorectal, 19% gastric, and 12% esophageal cancers. Aggressive EOLC was delivered to 65%, with a significantly decreasing trend from 64.8% in 2003 to 62.5% in 2013 ( P = .001). Utilization of specific elements of aggressive EOLC included 8% chemotherapy, 46% ED visits, 49% hospital admissions, 6% ICU admissions, 45% death in hospital, and 5% death in ICU. Trends over the study period showed that ED visits (from 43% to 46.9%; P = .0001) and death in ICU (from 3.7% to 4.9%; P = .04) significantly increased; hospital admissions (from 48.9% to 47.8%; P = .02) and death in hospital (from 46.6% to 38.9%; P < .0001) significantly decreased. Conclusions: Two-thirds of patients with GI cancer had aggressive EOLC in the last 30 days of life.
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Affiliation(s)
| | - Katherine Lajkosz
- Institute for Clinical Evaluative Sciences, Queen’s University, Kingston, Ontario, Canada
| | - Susan B. Brogly
- Department of Surgery, Queen’s University, Kingston, Ontario, Canada
| | - Christopher M. Booth
- Division of Cancer Care and Epidemiology, Queen’s Cancer Research Institute, Kingston, Ontario, Canada
| | - Sulaiman Nanji
- Department of Surgery, Queen’s University, Kingston, Ontario, Canada
| | - Sunil V. Patel
- Department of Surgery, Queen’s University, Kingston, Ontario, Canada
| | - Nancy N. Baxter
- Department of Surgery, Li Ka Shing Knowledge Institute, St Michael’s Hospital, Toronto, Ontario
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, University of Toronto, Toronto, Ontario, Canada
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Tang ST, Wen FH, Chang WC, Hsieh CH, Chou WC, Chen JS, Hou MM. Preferences for Life-Sustaining Treatments Examined by Hidden Markov Modeling Are Mostly Stable in Terminally Ill Cancer Patients' Last Six Months of Life. J Pain Symptom Manage 2017; 54:628-636.e2. [PMID: 28782702 DOI: 10.1016/j.jpainsymman.2017.07.042] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 07/22/2017] [Accepted: 07/25/2017] [Indexed: 02/06/2023]
Abstract
CONTEXT Stability of life-sustaining treatment (LST) preferences at end of life (EOL) has not been well established for terminally ill cancer patients nor have transition probabilities been explored between different types of preferences. OBJECTIVE We assessed the stability of cancer patients' LST preferences at EOL by identifying distinct LST preference states and examining the probability of each state transitioning to other states between consecutive time points. METHODS Stability of LST preferences (cardiopulmonary resuscitation, intensive care unit [ICU] care, cardiac massage, intubation with mechanical ventilation, intravenous nutrition support, and nasogastric tube feeding) was examined among 303 cancer patients in their last six months by hidden Markov modeling. RESULTS Six distinct LST preference states (initial size) were identified: uniformly preferring (8.3%), uniformly rejecting (33.8%), and uniformly uncertain about (20.5%) LST, favoring intravenous nutrition support but rejecting other treatments (19.9%), and favoring (3.6%) or uncertain about (14.0%) nutrition support and ICU care while rejecting other treatments. Shifts between LST preference states were relatively small between any two time points (transition probability of staying at the same state was 92.1% to 97.5%), except for the state characterized by uncertainty about nutrition support and ICU care while rejecting other treatments, in which 8.3% of patients shifted LST preferences toward uniform uncertainty at a subsequent assessment. CONCLUSIONS Our patients' LST preferences remained stable without prominent shifts toward preferring less aggressive LSTs even when death approached. Clarifying patients' understanding and expectations about LST efficacy and tailoring interventions to the unique needs of patients in each state may provide personalized EOL care.
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Affiliation(s)
- Siew Tzuh Tang
- Chang Gung University, School of Nursing, Tao-Yuan, Taiwan, ROC; Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Kaohsiung, Taiwan, ROC; Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan, ROC.
| | - Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan, ROC
| | - Wen-Cheng Chang
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan, ROC; Chang Gung University College of Medicine, Tao-Yuan, Taiwan, ROC
| | - Chia-Hsun Hsieh
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan, ROC; Chang Gung University College of Medicine, Tao-Yuan, Taiwan, ROC
| | - Wen-Chi Chou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan, ROC; Chang Gung University College of Medicine, Tao-Yuan, Taiwan, ROC
| | - Jen-Shi Chen
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan, ROC; Chang Gung University College of Medicine, Tao-Yuan, Taiwan, ROC
| | - Ming-Mo Hou
- Division of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, Taiwan, ROC; Chang Gung University College of Medicine, Tao-Yuan, Taiwan, ROC
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