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Castaño-Pérez S, Medina García JA, Cabrera de León A. The dose-response effect of time between emergency admission and inpatient care on mortality. Sci Rep 2023; 13:22244. [PMID: 38097684 PMCID: PMC10721600 DOI: 10.1038/s41598-023-49090-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 12/04/2023] [Indexed: 12/17/2023] Open
Abstract
To analyse mortality associated to emergency admissions on weekends, differentiating whether the patients were admitted to the Internal Medicine department or to the hospital as a whole. Retrospective follow-up study of patients discharged between 2015 and 2019 in: (a) the Internal Medicine department (n = 7656) and (b) the hospital as a whole (n = 83,146). Logistic regression models were fitted to analyse the risk of death, adjusting for age, sex, severity, Charlson index, sepsis, pneumonia, heart failure and day of admission. Cox models were also adjusted for the time from admission until normal inpatient care. There was a significant increase in mortality for patients admitted in weekends with short stays in Internal Medicine (48, 72 and 96 h: OR = 2.50, 1.89 and 1.62, respectively), and hospital-wide (OR = 2.02, 1.41 and 1.13, respectively). The highest risk in weekends occurred on Fridays (stays ≤ 48 h: OR = 3.92 [95% CI 2.06-7.48]), being no significative on Sundays. The risk increased with the time elapsed from admission until the inpatient department took over care (OR = 5.51 [95% CI 1.42-21.40] when this time reached 4 days). In Cox models patients reached HR = 2.74 (1.00-7.54) when the delay was 4 days. Whether it was Internal Medicine or hospital-wide patients, the risk of death associated with emergency admission in WE increased with the time between admission and transfer of care to the inpatient department; consequently, Friday was the day with the highest risk while Sunday lacked a weekend effect. Healthcare systems should correct this serious problem.
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Affiliation(s)
- S Castaño-Pérez
- Internal Medicine Department, Hospital Universitario Nuestra Señora de la Candelaria, Santa Cruz de Tenerife, Spain
| | - J A Medina García
- Internal Medicine Department, Hospital Quirónsalud Tenerife, Santa Cruz de Tenerife, Spain
| | - A Cabrera de León
- Research Unit of Primary Care, Tenerife, Spain.
- Preventive Medicine and Public Health, Universidad de La Laguna, La Laguna, Spain.
- Unidad de Investigación, Hospital Universitario NS de La Candelaria, Carretera de El Rosario 145, 38010, Santa Cruz de Tenerife, Canary Islands, Spain.
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Koizia LJ, Dani M, Sritharan G, Peck G, Fertleman MB. Collaborative working on a 7-day rota reduces length of stay. Future Healthc J 2020; 7:e84. [DOI: 10.7861/fhj.2020-0142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Matoba M, Suzuki T, Ochiai H, Shirasawa T, Yoshimoto T, Minoura A, Sano H, Ishii M, Kokaze A, Otake H, Kasama T, Kamijo Y. Seven-day services in surgery and the "weekend effect" at a Japanese teaching hospital: a retrospective cohort study. Patient Saf Surg 2020; 14:24. [PMID: 32518591 PMCID: PMC7271452 DOI: 10.1186/s13037-020-00250-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 05/27/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Hospitals deliver 24-h, 7-day care on a 5-day workweek model, as fewer resources are available on weekends. In prior studies, poorer outcomes have been observed with weekend admission or surgery. The purpose of this study was to investigate the effect of 7-day service at a hospital, including outpatient consultations, diagnostic examinations and elective surgeries, on the likelihood of the "weekend effect" in surgery. METHODS This was a retrospective cohort study of patients who underwent surgery between April 2014 and October 2016 at an academic medical centre in Tokyo, Japan. The main outcome measure was 30-day in-hospital mortality from the index surgery. The characteristics of the participants were compared using the Mann-Whitney U test or the chi-squared test as appropriate. Logistic regression was used to test for differences in the mortality rate between the two groups, and propensity score adjustments were made. RESULTS A total of 7442 surgeries were identified, of which, 1386 (19%) took place on the weekend. Of the 947 emergency surgeries, 25% (235) were performed on the weekend. The mortality following emergency weekday surgery was 21‰ (15/712), compared with 55‰ (13/235) following weekend surgery. Of the 6495 elective surgeries, 18% (1151) were performed on the weekend. The mortality following elective weekday surgery was 2.3‰ (12/5344), compared with 0.87‰ (1/1151) following weekend surgery. After adjustment, weekend surgeries were associated with an increased risk of death, especially in the emergency setting (emergency odds ratio: 2.7, 95% confidence interval: 1.2-6.5 vs. elective odds ratio: 0.4, 95% confidence interval: 0.05-3.2). CONCLUSIONS Patients undergoing emergency surgery on the weekend had higher 30-day mortality, but showed no difference in elective surgery mortality. These findings have potential implications for health administrators and policy makers who may try to restructure the hospital workweek or consider weekend elective surgery.
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Affiliation(s)
- Masaaki Matoba
- Department of Health Management, Showa University Graduate School of Health Sciences, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Takashi Suzuki
- Department of Anesthesiology, Showa University Koto Toyosu Hospital, 5-1-38 Toyosu, Koto-ku, Tokyo, 135-8577 Japan
| | - Hirotaka Ochiai
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Takako Shirasawa
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Takahiko Yoshimoto
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Akira Minoura
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Hitomi Sano
- Department of Anesthesiology, Showa University Koto Toyosu Hospital, 5-1-38 Toyosu, Koto-ku, Tokyo, 135-8577 Japan
| | - Mizue Ishii
- Department of Anesthesiology, Showa University Koto Toyosu Hospital, 5-1-38 Toyosu, Koto-ku, Tokyo, 135-8577 Japan
| | - Akatsuki Kokaze
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Hiroshi Otake
- Department of Anesthesiology and Critical Care Medicine, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Tsuyoshi Kasama
- Department of Rheumatology, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
| | - Yumi Kamijo
- Department of Health Management, Showa University Graduate School of Health Sciences, 1-5-8 Hatanodai, Shinagawa-ku, Tokyo, 142-8555 Japan
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Morton S, Snow TAC. Time waits for no intensivist. Comment on Br J Anaesth 2018; 120: 1420-8. Br J Anaesth 2018; 121:982-983. [PMID: 30236270 DOI: 10.1016/j.bja.2018.06.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 07/08/2018] [Indexed: 10/28/2022] Open
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Potezny T, Horwood C, Hakendorf P, Thompson C. The effect of the weekend upon admissions to General Medicine. J Eval Clin Pract 2018; 24:726-730. [PMID: 29786937 DOI: 10.1111/jep.12953] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2018] [Revised: 04/25/2018] [Accepted: 04/26/2018] [Indexed: 11/27/2022]
Abstract
RATIONALE, AIMS, AND OBJECTIVES A reduction in the provision of hospital services on the weekend probably explains higher mortality for patients who are either admitted to hospital or undergo procedures on the weekend. The aim was to examine the effect of the day of the week of admission (DOWOA) upon the efficiency and quality of care for a cohort of General Medical inpatients. METHODS Electronic records were selected for unplanned adult admissions to 2 large public hospitals in Adelaide, South Australia, July 2012 to June 2017. RESULTS The cohort consisted of 50 323 records. The number of admissions on each day of the week differed significantly from 6389 on Sundays to 7548 on Thursdays (P < 0.001). Discharges were most frequent on Fridays, and fewest occurred on weekends (P < 0.001) especially if aged over 80 years, if they had significant comorbidity or if they were discharged to a residential aged care facility. The DOWOA did not significantly influence the proportion of cases who died in hospital (5.6% to 6.4%; P = 0.47). The DOWOA significantly affected median inpatient length of stay (IPLOS; 3.1 to 3.9 days; P < 0.001). The median inpatient length of stay (IPLOS) matched the number of days from the ensuing weekend to the DOWOA with the longest median IPLOS. CONCLUSIONS General Medicine has an inpatient mortality unaffected by the DOWOA. Care efficiency, however, follows a weekly cycle. The "weekend effect" for General Medical inpatients is a prolongation in their IPLOS as a result of fewer weekend discharges.
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Affiliation(s)
- Tessa Potezny
- Discipline of Medicine, School of Medicine, Faculty of Health Sciences, University of Adelaide, North Terrace, Adelaide, South Australia, 5000, Australia
| | - Chris Horwood
- Clinical Epidemiology Unit, Flinders Medical Centre, Flinders Drive, Bedford Park, South Australia, 5042, Australia
| | - Paul Hakendorf
- Clinical Epidemiology Unit, Flinders Medical Centre, Flinders Drive, Bedford Park, South Australia, 5042, Australia
| | - Campbell Thompson
- Discipline of Medicine, School of Medicine, Faculty of Health Sciences, University of Adelaide, North Terrace, Adelaide, South Australia, 5000, Australia
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Lamadrid-Figueroa H, Montoya A, Fritz J, Ortiz-Panozo E, González-Hernández D, Suárez-López L, Lozano R. Hospitals by day, dispensaries by night: Hourly fluctuations of maternal mortality within Mexican health institutions, 2010-2014. PLoS One 2018; 13:e0198275. [PMID: 29851984 PMCID: PMC5979009 DOI: 10.1371/journal.pone.0198275] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 05/16/2018] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Quality of obstetric care may not be constant within clinics and hospitals. Night shifts and weekends experience understaffing and other organizational hurdles in comparison with the weekday morning shifts, and this may influence the risk of maternal deaths. OBJECTIVE To analyze the hourly variation of maternal mortality within Mexican health institutions. METHODS We performed a cross-sectional multivariate analysis of 3,908 maternal deaths and 10,589,444 births that occurred within health facilities in Mexico during the 2010-2014 period, using data from the Health Information Systems of the Mexican Ministry of Health. We fitted negative binomial regression models with covariate adjustment to all data, as well as similar models by basic cause of death and by weekdays/weekends. The outcome was the Maternal Mortality Ratio (MMR), defined as the number of deaths occurred per 100,000 live births. Hour of day was the main predictor; covariates were day of the week, c-section, marginalization, age, education, and number of pregnancies. RESULTS Risk rises during early morning, reaching 52.5 deaths per 100,000 live births at 6:00 (95% UI: 46.3, 62.2). This is almost twice the lowest risk, which occurred at noon (27.1 deaths per 100,000 live births [95% U.I.: 23.0, 32.0]). Risk shows peaks coinciding with shift changes, at 07:00, and 14:00 and was significantly higher on weekends and holidays. CONCLUSIONS Evidence suggests strong hourly fluctuations in the risk of maternal death with during early morning hours and around the afternoon shift change. These results may reflect institutional management problems that cause an uneven quality of obstetric care.
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Affiliation(s)
| | | | - Jimena Fritz
- National Institute of Public Health, Cuernavaca, Morelos, México
| | | | | | | | - Rafael Lozano
- Institute for Health Metrics and Evaluation, Seattle, WA, United States of America
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Morgan DJ, Ho KM, Kolybaba ML, Ong YJ. Adverse outcomes after planned surgery with anticipated intensive care admission in out-of-office-hours time periods: a multicentre cohort study. Br J Anaesth 2018; 120:1420-1428. [PMID: 29793607 DOI: 10.1016/j.bja.2018.02.063] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 12/08/2017] [Accepted: 03/06/2018] [Indexed: 10/17/2022] Open
Abstract
BACKGROUND Increasing mortality for patients admitted to hospitals during the weekend is a contentious but well described phenomenon. However, it remains uncertain whether adverse outcomes, including prolonged hospital length-of-stay (LOS), may also occur after patients undergoing major planned surgery are admitted to an intensive care unit (ICU) out-of-office-hours, either during weeknights (after 18:00) or on weekends. METHODS All planned surgical admissions requiring admission to one of 183 ICUs across Australia and New Zealand between 2006 and 2016 were included in this retrospective population-based cohort study. Primary outcomes were hospital LOS and hospital mortality. RESULTS Of the total 504 713 planned postoperative ICU admissions, 33.6% occurred during out-of-office-hours. After adjusting for available risk factors, out-of-office-hours ICU admissions were associated with a significant increase in hospital LOS [+2.6 days, 95% confidence interval (CI) 2.5-2.6], mortality [odd ratio (OR) 1.5, 95%CI 1.4-1.6], and a reduced chance of being directly discharged home (OR 0.8, 95%CI 0.8-0.8). The strongest association for adverse outcomes occurred with weekend ICU admissions (hospital LOS: +3.0 days, 95%CI 3.2-3.6; hospital mortality: OR 1.7, 95%CI 1.6-1.8). Clustering of adverse outcomes by hospitals was not observed in the generalised estimating equation analyses. CONCLUSIONS Despite a greater clinical staff availability and higher monitoring levels, planned surgery requiring anticipated out-of-office-hours ICU admission was associated with a prolonged hospital LOS, reduced discharge directly home, and increased mortality compared with in-office-hours admissions. Our findings have potential clinical, economic and health policy implications on how complex planned surgery should be planned and managed.
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Affiliation(s)
- D J Morgan
- Department of Intensive Care Medicine, St John of God Subiaco Hospital, Perth, Western Australia, Australia.
| | - K M Ho
- Department of Intensive Care Medicine, St John of God Subiaco Hospital, Perth, Western Australia, Australia; School of Population Health, The University of Western Australia, Perth, Western Australia, Australia; School of Veterinary and Life Sciences, Murdoch University, Perth, Western Australia, Australia
| | - M L Kolybaba
- Department of Intensive Care Medicine, St John of God Subiaco Hospital, Perth, Western Australia, Australia
| | - Y J Ong
- Department of Intensive Care Medicine, St John of God Subiaco Hospital, Perth, Western Australia, Australia
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Bean DM, Stringer C, Beeknoo N, Teo J, Dobson RJB. Network analysis of patient flow in two UK acute care hospitals identifies key sub-networks for A&E performance. PLoS One 2017; 12:e0185912. [PMID: 28968472 PMCID: PMC5624623 DOI: 10.1371/journal.pone.0185912] [Citation(s) in RCA: 14] [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: 05/10/2017] [Accepted: 09/21/2017] [Indexed: 11/19/2022] Open
Abstract
The topology of the patient flow network in a hospital is complex, comprising hundreds of overlapping patient journeys, and is a determinant of operational efficiency. To understand the network architecture of patient flow, we performed a data-driven network analysis of patient flow through two acute hospital sites of King's College Hospital NHS Foundation Trust. Administration databases were queried for all intra-hospital patient transfers in an 18-month period and modelled as a dynamic weighted directed graph. A 'core' subnetwork containing only 13-17% of all edges channelled 83-90% of the patient flow, while an 'ephemeral' network constituted the remainder. Unsupervised cluster analysis and differential network analysis identified sub-networks where traffic is most associated with A&E performance. Increased flow to clinical decision units was associated with the best A&E performance in both sites. The component analysis also detected a weekend effect on patient transfers which was not associated with performance. We have performed the first data-driven hypothesis-free analysis of patient flow which can enhance understanding of whole healthcare systems. Such analysis can drive transformation in healthcare as it has in industries such as manufacturing.
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Affiliation(s)
- Daniel M. Bean
- Department of Biostatistics and Health Informatics, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, United Kingdom
| | - Clive Stringer
- King’s College Hospital NHS Foundation Trust, London, United Kingdom
| | - Neeraj Beeknoo
- King’s College Hospital NHS Foundation Trust, London, United Kingdom
| | - James Teo
- King’s College Hospital NHS Foundation Trust, London, United Kingdom
| | - Richard J. B. Dobson
- Department of Biostatistics and Health Informatics, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, United Kingdom
- Farr Institute of Health Informatics Research, UCL Institute of Health Informatics, University College London, London, United Kingdom
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Maraolo AE, Ong DSY, Cortez J, Dedić K, Dušek D, Martin-Quiros A, Maver PJ, Skevaki C, Yusuf E, Poljak M, Sanguinetti M, Tacconelli E. Personal life and working conditions of trainees and young specialists in clinical microbiology and infectious diseases in Europe: a questionnaire survey. Eur J Clin Microbiol Infect Dis 2017; 36:1287-1295. [PMID: 28233138 PMCID: PMC5495844 DOI: 10.1007/s10096-017-2937-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 02/01/2017] [Indexed: 11/25/2022]
Abstract
The purpose of this investigation was to assess the balance between the personal and professional lives of trainees and young European specialists in clinical microbiology (CM) and infectious diseases (ID), and determine differences according to gender, country of training, workplace and specialty. The Steering Committee of the Trainee Association of the European Society of Clinical Microbiology and Infectious Diseases (ESCMID) devised a questionnaire survey consisting, beyond the demographic questions, of nine yes/no questions, 11 Likert scale self-evaluations and one open-response item on parenthood, working conditions, quality of life, alcohol consumption and burnout. This anonymous survey in English was held between April and July 2015 among European CM/ID trainees and young specialists (<3 years after training completion). Responses from 416 participants with a mean age of 32 years [standard deviation (SD) 5 years] were analysed. Females and physicians from Northern/Western Europe (NWE) benefit more from paternity/maternity leaves even during training than their counterparts. Among all respondents, only half of breastfeeding mothers enjoyed the benefit of working hours flexibility. Only two-thirds of respondents found their working environment stimulating. In comparison to colleagues from other parts of Europe, trainees and young specialists from Southern/Eastern Europe (SEE) had less frequent regular meetings with mentors/supervisors and head of departments where trainees’ issues are discussed. Also, physicians from SEE were more frequently victims of workplace mobbing/bullying in comparison to those from other regions. Finally, multivariate analysis showed that female gender, SEE region and ID specialty were associated with burnout feelings. Female gender and country of work from SEE largely determine satisfactory working conditions, the possibility of parenthood leaves, amount of leisure time, mobbing experiences and burnout feelings among European CM/ID trainees and young specialists.
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Affiliation(s)
- A E Maraolo
- Department of Clinical Medicine and Surgery, Section of Infectious Diseases, University of Naples "Federico II", Naples, Italy
| | - D S Y Ong
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - J Cortez
- Infectious Diseases Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- CISA, Health Research Centre of Angola, Caxito, Angola
| | - K Dedić
- Microbiology Department, Cantonal Hospital "Dr. Irfan Ljubijankic", Bihac, Bosnia and Herzegovina
| | - D Dušek
- University Hospital for Infectious Diseases "Dr. Fran Mihaljevic", Zagreb, Croatia
| | - A Martin-Quiros
- Emergency Department, Instituto de Investigación del Hospital Universitario La Paz, Madrid, Spain
| | - P J Maver
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - C Skevaki
- University Hospital Giessen and Marburg GmbH, Philipps University, Marburg, Germany
| | - E Yusuf
- Department of Medical Microbiology, Universitair Ziekenhuis Antwerpen, University of Antwerp, Edegem, Belgium
| | - M Poljak
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - M Sanguinetti
- Institute of Microbiology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - E Tacconelli
- Infectious Diseases, University Hospital Tübingen, DZIF Center, Tübingen, Germany
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