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Heijsters FACJ, van Loon GAP, Santema JMM, Mullender MG, Bouman M, de Bruijne MC, van Nassau F. A usability evaluation of the perceived user friendliness, accessibility, and inclusiveness of a personalized digital care pathway tool. Int J Med Inform 2023; 175:105070. [PMID: 37121138 DOI: 10.1016/j.ijmedinf.2023.105070] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 04/10/2023] [Accepted: 04/11/2023] [Indexed: 05/02/2023]
Abstract
OBJECTIVE This study aimed to acquire insight into the perceived user friendliness, accessibility and inclusiveness of a personalized digital care pathway. MATERIALS & METHODS Usability of the tool was tested in an experimental setting. Mixed methods data collection consisted of scenario-based eye tracking tests in a web- or mobile-based prototype of the tool, followed by a questionnaire assessing user friendliness (System Usability Scale; SUS) and a structured interview. Inclusiveness was assessed by subgroup comparisons based on language proficiency, age and education level. Via purposive sampling a heterogeneous population of users (N = 24) was recruited. Eye tracking was used to measure gaze behavior. RESULTS Overall, participants were satisfied with the tool (scale 0-10, 7.5; SD = 1.29). User friendliness of the mobile version (68.3; SD = 21.6) was higher than the web version (50.9; SD = 17.3) measured by SUS score (0-100). With regard to accessibility, eye tracking scenarios showed that the menu bar was hard to find (17% mobile, 55% web). In all scenario's, information was found faster in the mobile version than the web version. Attention was easily drawn to images. Regarding inclusiveness of the tool, we found significantly longer completing time of the scenario tasks for low language proficiency (p-value = 0.029) and higher age subgroups (p-value = 0.049). Lower language proficiency scored a significant lower SUS score (p-value = 0.012). CONCLUSIONS Overall, user friendliness and accessibility were positively evaluated. Assessment of inclusiveness emphasized the need for tailoring digital tools to those with low language proficiency and/or an older age. Co-creation of digital care tools with users is therefore important to match users' needs, make tools easily understandable and accessible to all users, and ultimately result in better uptake and impact.
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Affiliation(s)
- F A C J Heijsters
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Plastic, Reconstructive and Hand Surgery, De Boelelaan 1117, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Strategy and Innovation, De Boelelaan 1117, Amsterdam, the Netherlands.
| | | | - J M M Santema
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Plastic, Reconstructive and Hand Surgery, De Boelelaan 1117, Amsterdam, the Netherlands.
| | - M G Mullender
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Plastic, Reconstructive and Hand Surgery, De Boelelaan 1117, Amsterdam, the Netherlands.
| | - M Bouman
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Plastic, Reconstructive and Hand Surgery, De Boelelaan 1117, Amsterdam, the Netherlands.
| | - M C de Bruijne
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Public and Occupational Health, De Boelelaan 1117, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Quality of Care, Amsterdam, the Netherlands.
| | - F van Nassau
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Public and Occupational Health, De Boelelaan 1117, Amsterdam, the Netherlands; Amsterdam Public Health Research Institute, Health Behaviors and Chronic Diseases, Amsterdam, the Netherlands.
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2
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Dorr MC, van Hof KS, Jelsma JGM, Dronkers EAC, de Jong RJB, Offerman MPJ, de Bruijne MC. Quality improvements of healthcare trajectories by learning from aggregated patient-reported outcomes: a mixed-methods systematic literature review. Health Res Policy Syst 2022; 20:90. [PMID: 35978425 PMCID: PMC9387033 DOI: 10.1186/s12961-022-00893-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 08/02/2022] [Indexed: 11/10/2022] Open
Abstract
Background In healthcare, analysing patient-reported outcome measures (PROMs) on an aggregated level can improve and regulate healthcare for specific patient populations (meso level). This mixed-methods systematic review aimed to summarize and describe the effectiveness of quality improvement methods based on aggregated PROMs. Additionally, it aimed to describe barriers, facilitators and lessons learned when using these quality improvement methods. Methods A mixed-methods systematic review was conducted. Embase, MEDLINE, CINAHL and the Cochrane Library were searched for studies that described, implemented or evaluated a quality improvement method based on aggregated PROMs in the curative hospital setting. Quality assessment was conducted via the Mixed Methods Appraisal Tool. Quantitative data were synthesized into a narrative summary of the characteristics and findings. For the qualitative analysis, a thematic synthesis was conducted. Results From 2360 unique search records, 13 quantitative and three qualitative studies were included. Four quality improvement methods were identified: benchmarking, plan-do-study-act cycle, dashboards and internal statistical analysis. Five studies reported on the effectiveness of the use of aggregated PROMs, of which four identified no effect and one a positive effect. The qualitative analysis identified the following themes for facilitators and barriers: (1) conceptual (i.e. stakeholders, subjectivity of PROMs, aligning PROMs with clinical data, PROMs versus patient-reported experience measures [PREMs]); (2a) methodological—data collection (i.e. choice, timing, response rate and focus); (2b) methodological—data processing (i.e. representativeness, responsibility, case-mix control, interpretation); (3) practical (i.e. resources). Conclusion The results showed little to no effect of quality improvement methods based on aggregated PROMs, but more empirical research is needed to investigate different quality improvement methods. A shared stakeholder vision, selection of PROMs, timing of measurement and feedback, information on interpretation of data, reduction of missing data, and resources for data collection and feedback infrastructure are important to consider when implementing and evaluating quality improvement methods in future research. Supplementary Information The online version contains supplementary material available at 10.1186/s12961-022-00893-4. What is already known on this topic The aggregated patient-reported outcome measures (PROMs) can be used for analytical and organizational aspects of improving and regulating healthcare, but there is little empirical evidence regarding the effectiveness of aggregated PROMS. What this study adds This study adds a detailed overview of the types of quality improvement methods and recommendations for implementation in practice. How this study might affect research, practice or policy Researchers and policy-makers should consider the barriers, facilitators and lessons learned for future implementation and evaluation of quality improvement methods, as presented in this manuscript, to further advance this field.
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Affiliation(s)
- Maarten C Dorr
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands.
| | - K S van Hof
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands
| | - J G M Jelsma
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
| | - E A C Dronkers
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands
| | - R J Baatenburg de Jong
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands
| | - M P J Offerman
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands
| | - M C de Bruijne
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
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Schutijser BCFM, Klopotowska JE, Jongerden IP, Wagner C, de Bruijne MC. Feasibility of reusing routinely recorded data to monitor the safe preparation and administration of injectable medication: A multicenter cross-sectional study. Int J Med Inform 2020; 141:104201. [PMID: 32531726 DOI: 10.1016/j.ijmedinf.2020.104201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 04/28/2020] [Accepted: 05/24/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Reusing routinely recorded data from electronic hospital records (EHR) may offer a less-time consuming, and more real time alternative for monitoring compliance by nurses with a protocol for the safe preparation and administration of injectable medication. However, at present it is unknown if the data necessary to calculate the quality indicators (QIs) are recorded in EHRs, or if these data are suitable for automated QI calculation. Therefore, the aim of this study was to determine the feasibility of monitoring compliance by nurses with a protocol for the safe injectable medication preparation and administration by reusing routinely recorded EHR data for the automated calculation of QIs. METHODS A cross-sectional study in 12 Dutch hospitals (October 2015-May 2016). The checks included in the currently prevailing national protocol for the safe preparation and administration of injectable medication were translated into 16 data elements required to calculate the QIs. At each hospital, one interview was conducted using a structured questionnaire to decide whether the data elements were available in EHRs. To present these results, descriptive statistics were used. RESULTS In total, 20 health-care professionals were interviewed and four different EHR systems were evaluated. The availability of data elements was comparable between the four evaluated EHR systems. Nine of the 16 required data elements were recorded in EHRs, eight in a structured format. The seven missing data elements were mainly related to checks such as 'gather all materials needed' or 'conduct hand hygiene'. Furthermore, changes were identified in the process for the preparation and administration of injectable medication. These changes are mostly related to the increased use of electronic medication administration registration and barcode medication administration systems. CONCLUSIONS Reusing EHR data to monitor compliance by nurses with the currently prevailing protocol for the safe preparation and administration of injectable medication is not entirely feasible. A decision should be made on which checks should be recorded in the EHRs and which checks should be audited in order to minimize the registration burden for nurses. Moreover, the currently prevailing protocol should be revised to bring it in line with work-as-done. Our results can be used as guidance for such a revision and also for designing new QIs that can be calculated by reusing routinely recorded EHR data.
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Affiliation(s)
- B C F M Schutijser
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands.
| | - J E Klopotowska
- Department of Medical Informatics, Amsterdam UMC, Academic Medical Center Amsterdam, the Netherlands
| | - I P Jongerden
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - C Wagner
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands; NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - M C de Bruijne
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
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Singotani RG, Karapinar F, Brouwers C, Wagner C, de Bruijne MC. Correction to: Towards a patient journey perspective on causes of unplanned readmissions using a classification framework: results of a systematic review with narrative synthesis. BMC Med Res Methodol 2019; 19:214. [PMID: 31775652 PMCID: PMC6880343 DOI: 10.1186/s12874-019-0851-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- R G Singotani
- Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands
| | - F Karapinar
- Department of clinical pharmacy, Onze Lieve Vrouwe Gasthuis (OLVG), location West, Jan Tooropstraat 164, 1061 AE, Amsterdam, The Netherlands
| | - C Brouwers
- Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands
| | - C Wagner
- Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands.,Netherlands institute for Health Services research, Otterstraat 118-124, 3513 CR, Utrecht, The Netherlands
| | - M C de Bruijne
- Department of Public and Occupational Health, Amsterdam Public Health research institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands.
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Singotani RG, Karapinar F, Brouwers C, Wagner C, de Bruijne MC. Towards a patient journey perspective on causes of unplanned readmissions using a classification framework: results of a systematic review with narrative synthesis. BMC Med Res Methodol 2019; 19:189. [PMID: 31585528 PMCID: PMC6778387 DOI: 10.1186/s12874-019-0822-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 08/15/2019] [Indexed: 12/31/2022] Open
Abstract
Background Several literature reviews have been published focusing on the prevalence and/or preventability of hospital readmissions. To our knowledge, none focused on the different causes which have been used to evaluate the preventability of readmissions. Insight into the range of causes is crucial to understand the complex nature of readmissions. With this review we aim to: 1) evaluate the range of causes of unplanned readmissions in a patient journey, and 2) present a cause classification framework that can support future readmission studies. Methods A literature search was conducted in PUBMED and EMBASE using “readmission” and “avoidability” or “preventability” as key terms. Studies that specified causes of unplanned readmissions were included. The causes were classified into eight preliminary root causes: Technical, Organization (integrated care), Organization (hospital department level), Human (care provider), Human (informal caregiver), Patient (self-management), Patient (disease), and Other. The root causes were based on expert opinions and the root cause analysis tool of PRISMA (Prevention and Recovery Information System for Monitoring and Analysis). The range of different causes were analyzed using Microsoft Excel. Results Forty-five studies that reported 381 causes of readmissions were included. All studies reported causes related to organization of care at the hospital department level. These causes were often reported as preventable. Twenty-two studies included causes related to patient’s self-management and 19 studies reported causes related to patient’s disease. Studies differed in which causes were seen as preventable or unpreventable. None reported causes related to technical failures and causes due to integrated care issues were reported in 18 studies. Conclusions This review showed that causes for readmissions were mainly evaluated from a hospital perspective. However, causes beyond the scope of the hospital can also play a major role in unplanned readmissions. Opinions regarding preventability seem to depend on contextual factors of the readmission. This study presents a cause classification framework that could help future readmission studies to gain insight into a broad range of causes for readmissions in a patient journey. In conclusion, we aimed to: 1) evaluate the range of causes for unplanned readmissions, and 2) present a cause classification framework for causes related to readmissions. Electronic supplementary material The online version of this article (10.1186/s12874-019-0822-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- R G Singotani
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health research institute, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands
| | - F Karapinar
- Department of clinical pharmacy, Onze Lieve Vrouwe Gasthuis (OLVG), location West, Jan Tooropstraat 164, 1061 AE, Amsterdam, The Netherlands
| | - C Brouwers
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health research institute, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands
| | - C Wagner
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health research institute, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands.,Netherlands institute for Health Services research, Otterstraat 118-124, 3513 CR, Utrecht, The Netherlands
| | - M C de Bruijne
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Public and Occupational Health, Amsterdam Public Health research institute, Van der Boechorststraat 7, NL-1081 BT, Amsterdam, The Netherlands.
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Romijn A, Ravelli A, de Bruijne MC, Twisk J, Wagner C, de Groot C, Teunissen PW. Effect of a cluster randomised team training intervention on adverse perinatal and maternal outcomes: a stepped wedge study. BJOG 2019; 126:907-914. [PMID: 30633417 PMCID: PMC6594236 DOI: 10.1111/1471-0528.15611] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2018] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To study the effect of an intervention based on Crew Resource Management team training, including a tool for structured communication, on adverse perinatal and maternal outcomes. DESIGN Stepped wedge. SETTING The Netherlands. POPULATION OR SAMPLE Registry data of 8123 women referred from primary care to a hospital during childbirth, at ≥ 32.0 weeks of singleton gestation and with no congenital abnormalities, in the period 2012-15. METHODS Obstetric teams of five hospitals and their surrounding primary-care midwifery practices participated in the intervention. In total, 49 team training sessions were organised for 465 care professionals (75.5% participated). Adverse perinatal and maternal outcomes before, during and after the intervention were analysed using multivariate logistic regression analyses. MAIN OUTCOME MEASURES Adverse Outcome Index (AOI-5), a composite measure involving; intrapartum or neonatal death, admission to neonatal intensive care unit, Apgar < 7 at 5 minutes, postpartum haemorrhage and/or perineal tear. RESULTS In total, an AOI-5 score was reported in 11.3% of the study population. No significant difference was found in the incidence of the AOI-5 score after the intervention compared with before the intervention (OR 1.07: 95% CI 0.92-1.24). CONCLUSIONS We found no effect of the intervention on adverse perinatal and maternal outcomes for women who were referred during childbirth. Team training is appreciated in practice, but evidence on the long-term impact is still limited. Upcoming studies should build on previous research and consider more sensitive outcome measures. TWEETABLE ABSTRACT A cluster randomised team training intervention showed no effect on adverse perinatal and maternal outcomes for women referred during childbirth.
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Affiliation(s)
- A Romijn
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Acj Ravelli
- Department of Obstetrics and Gynaecology and Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - M C de Bruijne
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Jwr Twisk
- Department of Epidemiology and Biostatistics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - C Wagner
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.,NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - Cjm de Groot
- Department of Obstetrics and Gynaecology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - P W Teunissen
- Department of Obstetrics and Gynaecology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.,School of Health Professions Education (SHE), Maastricht University, Maastricht, the Netherlands
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Brouwers C, Hooftman B, Vonk S, Vonk A, Stooker W, Te Gussinklo WH, Wesselink RM, Wagner C, de Bruijne MC. Benchmarking the use of blood products in cardiac surgery to stimulate awareness of transfusion behaviour : Results from a four-year longitudinal study. Neth Heart J 2016; 25:207-214. [PMID: 27987079 PMCID: PMC5313448 DOI: 10.1007/s12471-016-0936-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Introduction Cardiac operations account for a large proportion of the blood transfusions given each year, leading to high costs and an increased risk to patient safety. Therefore, it is important to explore initiatives to reduce transfusion rates. This study aims to provide a benchmark for transfusion practice by inter-hospital comparison of transfusion rates, blood product use and costs related to patients undergoing coronary artery bypass grafting (CABG), valve surgery or combined CABG and valve surgery. Methods Between 2010 and 2013, patients from four Dutch hospitals undergoing CABG, valve surgery or combined CABG and valve surgery (n = 11,150) were included by means of a retrospective longitudinal study design. Results In CABG surgery the transfusion rate ranged between 43 and 54%, in valve surgery between 54 and 67%, and in combined CABG and valve surgery between 80 and 88%. With the exception of one hospital, the trend in transfusion rate showed a significant decrease over time for all procedures. Hospitals differed significantly in the units of blood products given to each patient, and in the use of specific transfused combinations of blood products, such as red blood cells (RBCs) and a combination of RBCs, fresh frozen plasma (FFP) and platelets. Conclusion This study indicates that benchmarking blood product usage stimulates awareness of transfusion behaviour, which may lead to better patient safety and lower costs. Further studies are warranted to improve awareness of transfusion behaviour and increase the standardisation of transfusion practice in cardiac surgery.
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Affiliation(s)
- C Brouwers
- EMGO+ Institute for Health and Care Research, Department of Public and Occupational Health, VU University Medical Center, Amsterdam, The Netherlands.
| | - B Hooftman
- EMGO+ Institute for Health and Care Research, Department of Public and Occupational Health, VU University Medical Center, Amsterdam, The Netherlands
| | - S Vonk
- EMGO+ Institute for Health and Care Research, Department of Public and Occupational Health, VU University Medical Center, Amsterdam, The Netherlands
| | - A Vonk
- Department of Cardiothoracic Surgery, VU University Medical Center, Amsterdam, The Netherlands
| | - W Stooker
- Department of Cardiothoracic Surgery, Onze Lieve Vrouwe Gasthuis, Amsterdam, The Netherlands
| | - W H Te Gussinklo
- Department of Cardiothoracic Surgery, Academic Medical Center, Amsterdam, The Netherlands
| | - R M Wesselink
- Department of Anesthesiology and Intensive Care, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - C Wagner
- EMGO+ Institute for Health and Care Research, Department of Public and Occupational Health, VU University Medical Center, Amsterdam, The Netherlands.,Netherlands institute for health services research (NIVEL), Utrecht, The Netherlands
| | - M C de Bruijne
- EMGO+ Institute for Health and Care Research, Department of Public and Occupational Health, VU University Medical Center, Amsterdam, The Netherlands
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van der Heijden AAWA, Feenstra TL, Hoogenveen RT, Niessen LW, de Bruijne MC, Dekker JM, Baan CA, Nijpels G. Policy evaluation in diabetes prevention and treatment using a population-based macro simulation model: the MICADO model. Diabet Med 2015; 32:1580-7. [PMID: 26010494 DOI: 10.1111/dme.12811] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/19/2015] [Indexed: 12/21/2022]
Abstract
AIMS To test a simulation model, the MICADO model, for estimating the long-term effects of interventions in people with and without diabetes. METHODS The MICADO model includes micro- and macrovascular diseases in relation to their risk factors. The strengths of this model are its population scope and the possibility to assess parameter uncertainty using probabilistic sensitivity analyses. Outcomes include incidence and prevalence of complications, quality of life, costs and cost-effectiveness. We externally validated MICADO's estimates of micro- and macrovascular complications in a Dutch cohort with diabetes (n = 498,400) by comparing these estimates with national and international empirical data. RESULTS For the annual number of people undergoing amputations, MICADO's estimate was 592 (95% interquantile range 291-842), which compared well with the registered number of people with diabetes-related amputations in the Netherlands (728). The incidence of end-stage renal disease estimated using the MICADO model was 247 people (95% interquartile range 120-363), which was also similar to the registered incidence in the Netherlands (277 people). MICADO performed well in the validation of macrovascular outcomes of population-based cohorts, while it had more difficulty in reflecting a highly selected trial population. CONCLUSIONS Validation by comparison with independent empirical data showed that the MICADO model simulates the natural course of diabetes and its micro- and macrovascular complications well. As a population-based model, MICADO can be applied for projections as well as scenario analyses to evaluate the long-term (cost-)effectiveness of population-level interventions targeting diabetes and its complications in the Netherlands or similar countries.
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MESH Headings
- Amputation, Surgical/adverse effects
- Amputation, Surgical/economics
- Blindness/complications
- Blindness/economics
- Blindness/epidemiology
- Blindness/therapy
- Clinical Trials as Topic
- Cohort Studies
- Combined Modality Therapy/economics
- Computer Simulation
- Diabetes Mellitus, Type 2/complications
- Diabetes Mellitus, Type 2/economics
- Diabetes Mellitus, Type 2/prevention & control
- Diabetes Mellitus, Type 2/therapy
- Diabetic Angiopathies/economics
- Diabetic Angiopathies/epidemiology
- Diabetic Angiopathies/prevention & control
- Diabetic Angiopathies/therapy
- Diabetic Nephropathies/economics
- Diabetic Nephropathies/epidemiology
- Diabetic Nephropathies/prevention & control
- Diabetic Nephropathies/therapy
- Health Care Costs
- Health Policy
- Humans
- Incidence
- Kidney Failure, Chronic/complications
- Kidney Failure, Chronic/economics
- Kidney Failure, Chronic/epidemiology
- Kidney Failure, Chronic/therapy
- Models, Cardiovascular
- Models, Economic
- Mortality
- Netherlands/epidemiology
- Peripheral Vascular Diseases/complications
- Peripheral Vascular Diseases/economics
- Peripheral Vascular Diseases/epidemiology
- Peripheral Vascular Diseases/therapy
- Prevalence
- Quality of Life
- Risk Factors
- Vascular Diseases/economics
- Vascular Diseases/epidemiology
- Vascular Diseases/prevention & control
- Vascular Diseases/therapy
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Affiliation(s)
- A A W A van der Heijden
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - T L Feenstra
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Epidemiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - R T Hoogenveen
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - L W Niessen
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA
- School of Medicine, Policy and Practice, University of East Anglia, Norwich, UK
| | - M C de Bruijne
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
| | - J M Dekker
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
| | - C A Baan
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - G Nijpels
- EMGO+ Institute for Health and Care Research, VU University Medical Centre, Amsterdam, The Netherlands
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Verweij LM, Tra J, Engel J, Verheij RA, de Bruijne MC, Wagner C. Data quality issues impede comparability of hospital treatment delay performance indicators. Neth Heart J 2015; 23:420-7. [PMID: 26021617 PMCID: PMC4547943 DOI: 10.1007/s12471-015-0708-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Aim To assess the comparability of five performance indicator scores for treatment delay among patients diagnosed with ST-segment elevation myocardial infarction (STEMI) undergoing primary percutaneous coronary intervention in relation to the quality of the underlying data. Methods Secondary analyses were performed on data from 1017 patients in seven Dutch hospitals. Data were collected using standardised forms for patients discharged in 2012. Comparability was assessed as the number of occasions the indicator threshold was reached for each hospital. Results Hospitals recorded different time points based on different interpretations of the definitions. This led to substantial differences in indicator scores, ranging from 57 to 100 % of the indictor threshold being reached. Some hospitals recorded all the required data elements for calculating the performance indicators but none of the data elements could be retrieved in a fully automated way. Moreover, recording accessibility and completeness of time points varied widely within and between hospitals. Conclusion Hospitals use different definitions for treatment delay and vary greatly in the extent to which the necessary data are available, accessible and complete, impeding comparability between hospitals. Indicator developers, users and hospitals providing data should be aware of these issues and aim to improve data quality in order to facilitate comparability of performance indicators.
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Affiliation(s)
- L M Verweij
- The Netherlands Institute of Health Services Research (NIVEL), Utrecht, The Netherlands,
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Tra J, van der Wulp I, Appelman Y, de Bruijne MC, Wagner C. Adherence to guidelines for the prescription of secondary prevention medication at hospital discharge after acute coronary syndrome: a multicentre study. Neth Heart J 2015; 23:214-21. [PMID: 25884093 PMCID: PMC4368527 DOI: 10.1007/s12471-015-0664-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Background The prescription of guideline-recommended medication for secondary prevention after acute coronary syndrome has been suboptimal in the past. In the present study, guideline adherence and associated patient, care and hospital characteristics at hospital discharge after acute coronary syndrome were studied. Methods Charts of patients with acute coronary syndrome discharged from 13 Dutch hospitals in 2012 were reviewed. Guideline adherence was defined as the prescription of acetylsalicylic acid, P2Y12 receptor inhibitor, statin, beta-blocker and angiotensin-converting enzyme (ACE) inhibitor at discharge, or a documented contraindication. Associated characteristics were identified by means of generalized linear mixed models for binary outcomes. Results In total, 2471 patients were included. Complete guideline adherence was achieved in 69.1 % of the patients, ranging from 42.1 to 87.0 % between hospitals. The ACE inhibitor was most often missing (21.2 %). Patients with non-ST-segment elevation myocardial infarction or unstable angina, patients with a history of coronary artery bypass grafting or elderly women were less likely to be discharged with the guideline-recommended medication. Conclusions Guideline adherence for secondary prevention medication following acute coronary syndrome was substantial; however, variation between hospitals and patient groups was found. Efforts to increase guideline adherence can focus on underperforming hospitals and undertreated patient groups.
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Affiliation(s)
- J Tra
- Department of Public and Occupational health, EMGO+/VU University medical center, van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands,
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Tra J, Engel J, van der Wulp I, de Bruijne MC, Wagner C. Monitoring guideline adherence in the management of acute coronary syndrome in hospitals: design of a multicentre study. Neth Heart J 2014; 22:346-53. [PMID: 24980680 PMCID: PMC4099437 DOI: 10.1007/s12471-014-0574-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background Increasing guideline adherence in the management of acute coronary syndrome (ACS) in hospitals potentially reduces heart failure and mortality. Therefore, an expert panel identified three guideline recommendations as the most important aims for improvement in ACS care, i.e. timely invasive treatment, use of risk scoring instruments and prescription of secondary prevention medication at discharge. Aims This study aims to evaluate in-hospital guideline adherence in the care of patients diagnosed with ACS and to identify associated factors. Methods The study has a cross-sectional design. Data are collected in 13 hospitals in the Netherlands by means of retrospective chart review of patients discharged in 2012 with a diagnosis of ACS. The primary outcomes will be the percentages of patients receiving timely invasive treatment, with a documented cardiac risk score, and with a prescription of the guideline-recommended discharge medication. In addition, factors associated with guideline adherence will be studied using generalised linear (mixed) models. Discussion This study explores guideline adherence in Dutch hospitals in the management of patients diagnosed with ACS, using a data source universally available in hospitals. The results of this study can be informative for professionals involved in ACS care as they facilitate targeted improvement efforts.
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Affiliation(s)
- J Tra
- Department of Public and Occupational Health - EMGO+Institute/VU University Medical Center, Van der Boechorststraat 7, 1081 BT, Amsterdam, the Netherlands,
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Zegers M, de Bruijne MC, Spreeuwenberg P, Wagner C, Groenewegen PP, van der Wal G. Quality of patient record keeping: an indicator of the quality of care? BMJ Qual Saf 2011; 20:314-8. [DOI: 10.1136/bmjqs.2009.038976] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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van Noord I, Eikens MP, Hamersma AM, de Bruijne MC. Application of root cause analysis on malpractice claim files related to diagnostic failures. BMJ Qual Saf 2010; 19:e21. [DOI: 10.1136/qshc.2008.029801] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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van Noord I, de Bruijne MC, Twisk JWR. The relationship between patient safety culture and the implementation of organizational patient safety defences at emergency departments. Int J Qual Health Care 2010; 22:162-9. [DOI: 10.1093/intqhc/mzq013] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Zegers M, de Bruijne MC, Wagner C, Hoonhout LHF, Waaijman R, Smits M, Hout FAG, Zwaan L, Christiaans-Dingelhoff I, Timmermans DRM, Groenewegen PP, van der Wal G. Adverse events and potentially preventable deaths in Dutch hospitals: results of a retrospective patient record review study. Qual Saf Health Care 2009; 18:297-302. [PMID: 19651935 DOI: 10.1136/qshc.2007.025924] [Citation(s) in RCA: 256] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- M Zegers
- NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands.
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Abstract
AIMS To determine the prognosis, cause of death, and its determinants in participants of the population-based Rotterdam Study who were found to have heart failure. METHODS AND RESULTS In 5255 Rotterdam Study participants (aged 68.9+/-8.6 years, 3113 women) the presence of heart failure was determined. Data were analysed with Cox's proportional-hazards models. One hundred and eighty-one participants (age 77.3+/-7.9 years, 109 women) had heart failure. Of these 85 (47%) died during the 4.8-8.5 (mean 6.1) years of follow-up. One, 2 and 5 years' survival was 89%, 79%, and 59%, representing an age-adjusted mortality twice that of persons without heart failure (hazard ratio 2.1, 95% CI 1.8-2.7). The hazard ratio for sudden death was even more pronounced: 4.8, (95% CI 2.6-8.7). Diabetes mellitus, impairment of renal function and atrial fibrillation were associated with a poor outcome. A higher blood pressure and body mass index conferred a more favourable prognosis in those with heart failure. CONCLUSION Heart failure generally afflicts older subjects in the community, carries a poor prognosis, especially in the presence of concomitant diseases, and confers a fivefold increase in the risk of sudden death.
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Affiliation(s)
- A Mosterd
- Department of Epidemiology and Biostatistics, Erasmus Medical Centre, Rotterdam, The Netherlands
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Mosterd A, de Bruijne MC, Hoes AW, Deckers JW, Hofman A, Grobbee DE. Usefulness of echocardiography in detecting left ventricular dysfunction in population-based studies (The Rotterdam Study). Am J Cardiol 1997; 79:103-4. [PMID: 9024752 DOI: 10.1016/s0002-9149(96)00691-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
In a population-based study, the routine 12-lead electrocardiogram was found to have a high negative predictive value for detecting left ventricular (LV) systolic dysfunction. Withholding echocardiography in persons without major electrocardiographic abnormalities, however, would result in a considerable underestimation of LV systolic dysfunction (sensitivity only 54%); thus, echocardiography remains an essential tool for detecting LV systolic dysfunction in population-based studies.
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Affiliation(s)
- A Mosterd
- Department of Epidemiology & Biostatistics, Erasmus University Medical School, Rotterdam, The Netherlands
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Grobbee DE, van der Bom JG, Bots ML, de Bruijne MC, Mosterd A, Hoes AW. [Coronary heart disease in the elderly; the ERGO study (Erasmus Rotterdam Health and the Elderly)]. Ned Tijdschr Geneeskd 1995; 139:1978-82. [PMID: 7477541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To determine the prevalence of cardiovascular disease among elderly people and to investigate the use of cardiovascular medication in this group. DESIGN Cross-sectional study. SETTING A quarter in Rotterdam, the Netherlands. METHODS As a part of the 'Rotterdam elderly study', the cardiovascular anamnesis of 7.983 responding persons > or = 55 years (3105 men and 4878 women) was obtained by means of a questionnaire. RESULTS Twelve and 4% of men and women, respectively, had at some time had a myocardial infarction, and 5 and 4% a stroke. Almost 7% of both sexes had anamnestic symptoms of angina pectoris. Coronary bypass surgery and percutaneous transluminal coronary angioplasty were done in 4% and 1% of men and 1% and 0.5% of women, respectively. Of all participants 43% used at least one drug for cardiovascular purposes. Half of these used two or more, and a quarter used three or more drugs. Among women, diuretics were the most commonly used drug for cardiovascular purposes (21%), whereas among men beta-blocking agents were most common (15%). CONCLUSION Cardiovascular diseases are common among elderly men and women. Many of them take at least one drug for cardiovascular purposes.
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Affiliation(s)
- D E Grobbee
- Erasmus Universiteit, Instituut Epidemiologie en Biostatistiek, Rotterdam
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