Moja L.,University of Milan |
Moja L.,IRCCS Orthopedic Institute Galeazzi |
Kwag K.H.,IRCCS Orthopedic Institute Galeazzi |
Lytras T.,Centers for Disease Control and Prevention |
And 15 more authors.
American Journal of Public Health | Year: 2014
We systematically reviewed randomized controlled trials (RCTs) assessing the effectiveness ofcomputerized decision support systems (CDSSs) featuring rule- or algorithm-based software integrated with electronic health records (EHRs) and evidence-based knowledge. We searched MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, and Cochrane Database of Abstracts of Reviews of Effects. Information on system design, capabilities, acquisition, implementation context, and effects on mortality, morbidity, and economic outcomes were extracted. Twenty-eight RCTs were included. CDSS use did not affect mortality (16 trials, 37395 patients; 2282 deaths; risk ratio [RR] = 0.96; 95%confidence interval [CI] = 0.85, 1.08; I2 = 41%).Astatistically significant effect was evident in the prevention ofmorbidity, any disease (9 RCTs; 13868 patients;RR = 0.82; 95% CI = 0.68, 0.99; I2 = 64%), but selectiveoutcomereporting or publication bias cannot be excluded. We observed differences for costs and health service utilization, although these were often small in magnitude. Across clinical settings, new generation CDSSs integrated with EHRs do not affect mortality and might moderately improvemorbidity outcomes. © 2013 American Public Health Association.
Joutsenniemi K.,Finnish National Institute for Health and Welfare |
Harkanen T.,Finnish National Institute for Health and Welfare |
Pankakoski M.,Finnish National Institute for Health and Welfare |
Langinvainio H.,CompetenceAudit Center |
And 3 more authors.
BMJ Open | Year: 2013
Objectives: To investigate the role of socioeconomic status and psychological stress to potential associations between confidence in the future and a wide range of health-related behaviours. Design: Web-based cross-sectional study including an 'Electronic Health Check' at the Finnish Happiness- Flourishing Study website linked to a TV programme on happiness and depression. Setting: The Finnish population with access to the internet. Participants: 101 257 Finns aged 18 and above (21 365 men; 79 892 women). Participants who were under the age of 18 and who did not provide information about their gender were excluded. Primary outcome measures: As planned, we assessed smoking, weekly alcohol consumption and binge drinking, daily intake of fruits and vegetables and regular exercise. Results: Compared with participants with low confidence in the future, those with high confidence were less likely to be daily smokers (men OR 0.58, 95% CI 0.52 to 0.65; women 0.57, 95% CI 0.53 to 0.61) and binge drinkers (men 0.57; 0.52 to 0.63; women 0.54; 0.50 to 0.57). Participants with high confidence in the future were more likely to exercise regularly (men OR 2.82, 95% CI 2.55 to 3.13; women 2.57, 95% CI 2.44 to 2.71) and consume vegetables (men OR 2.48, 95% CI 2.25 to 2.74; women 2.13, 95% CI 2.03 to 2.24) and fruits (men OR 2.09, 95% CI 1.86 to 2.35; women 1.83, 95% CI 1.74 to 1.93) daily. Adjustment for current psychological distress and satisfaction for income attenuated the results. Conclusions: Having confidence in the future is strongly associated with a healthy lifestyle, as assessed by a healthy diet, physical exercise and substance abuse. Health-related interventions may benefit from tailoring interventions according to the target population's level of confidence in the future as well as their level of psychological distress.
Kortteisto T.,University of Tampere |
Komulainen J.,Finnish Medical Society Duodecim |
Makela M.,Finnish National Institute for Health and Welfare |
Kunnamo I.,Duodecim Medical Publications Ltd |
Kaila M.,University of Helsinki
BMC Health Services Research | Year: 2012
Background: Health information technology, particularly electronic decision support systems, can reduce the existing gap between evidence-based knowledge and health care practice but professionals have to accept and use this information. Evidence is scant on which features influence the use of computer-based clinical decision support (eCDS) in primary care and how different professional groups experience it. Our aim was to describe specific reasons for using or not using eCDS among primary care professionals. Methods. The setting was a Finnish primary health care organization with 48 professionals receiving patient-specific guidance at the point of care. Multiple data (focus groups, questionnaire and spontaneous feedback) were analyzed using deductive content analysis and descriptive statistics. Results: The content of the guidance is a significant feature of the primary care professionals intention to use eCDS. The decisive reason for using or not using the eCDS is its perceived usefulness. Functional characteristics such as speed and ease of use are important but alone these are not enough. Specific information technology, professional, patient and environment features can help or hinder the use. Conclusions: Primary care professionals have to perceive eCDS guidance useful for their work before they use it. © 2012 Kortteisto et al.; licensee BioMed Central Ltd.
Kortteisto T.,University of Tampere |
Raitanen J.,University of Tampere |
Raitanen J.,UKK Institute for Health Promotion Research |
Komulainen J.,Finnish Medical Society Duodecim |
And 5 more authors.
Implementation Science | Year: 2014
Background: Computer-based decision support systems are a promising method for incorporating research evidence into clinical practice. However, evidence is still scant on how such information technology solutions work in primary healthcare when support is provided across many health problems. In Finland, we designed a trial where a set of evidence-based, patient-specific reminders was introduced into the local Electronic Patient Record (EPR) system. The aim was to measure the effects of such reminders on patient care. The hypothesis was that the total number of triggered reminders would decrease in the intervention group compared with the control group, indicating an improvement in patient care.Methods: From July 2009 to October 2010 all the patients of one health center were randomized to an intervention or a control group. The intervention consisted of patient-specific reminders concerning 59 different health conditions triggered when the healthcare professional (HCP) opened and used the EPR. In the intervention group, the triggered reminders were shown to the HCP; in the control group, the triggered reminders were not shown. The primary outcome measure was the change in the number of reminders triggered over 12 months. We developed a unique data gathering method, the Repeated Study Virtual Health Check (RSVHC), and used Generalized Estimation Equations (GEE) for analysing the incidence rate ratio, which is a measure of the relative difference in percentage change in the numbers of reminders triggered in the intervention group and the control group.Results: In total, 13,588 participants were randomized and included. Contrary to our expectation, the total number of reminders triggered increased in both the intervention and the control groups. The primary outcome measure did not show a significant difference between the groups. However, with the inclusion of patients followed up over only six months, the total number of reminders increased significantly less in the intervention group than in the control group when the confounding factors (age, gender, number of diagnoses and medications) were controlled for.Conclusions: Computerized, tailored reminders in primary care did not decrease during the 12 months of follow-up time after the introduction of a patient-specific decision support system.Trial registration: ClinicalTrial.gov NCT00915304. © 2014 Kortteisto et al.; licensee BioMed Central Ltd.
PubMed | Duodecim Medical Publications Ltd and Finnish National Institute for Health and Welfare
Type: Journal Article | Journal: BMC psychology | Year: 2016
Web-based interventions provide a possibility to enhance well-being in large groups of people. Only a few studies have studied the effectiveness of the interventions and there is no information on the sustainability of the effects. Study aims were to investigate both the short (2-month) and long-term (2-year) effects of email-based training for mental health and lifestyle.Persons who completed an Electronic Health Check, as advertised in a TV program, were offered a chance to participate in email-based interventions. The baseline questionnaire was completed by 73 054 people, with 42 761 starting interventions, and 16 499 people participating in at least one of the follow-ups. Persons who did not choose to start the interventions served as controls.At baseline, the intervention group had a higher level of stress and lower gratitude and confidence in the future than the control group. Both groups showed improvement in the level of stress, but improvement was more marked in the intervention group (P<.001 for both time points). In confidence in the future and gratitude, people who chose interpersonal interventions showed significant improvements at both time points (P<.001), whereas those choosing lifestyle interventions showed improvement only at the 2-month follow-up. Participants who had done the exercises according to instructions had the most sustained improvements in measures of psychological health at the 2-year follow-up. As for lifestyle, people who had started lifestyle interventions increased their exercise (P<.001 at both time points).Internet-based interventions are feasible for mental health promotion and should be available for people interested in improving their psychological well-being and lifestyle.
Loudon K.,University of Dundee |
Santesso N.,McMaster University |
Thornton J.,National Institute for Health and Care Excellence (NICE) |
Kunnamo I.,Duodecim Medical Publications Ltd |
And 2 more authors.
BMC Health Services Research | Year: 2014
Background: Clinical practice guidelines are typically written for healthcare providers but there is increasing interest in producing versions for the public, patients and carers. The main objective of this review is to identify and synthesise evidence of the public's attitudes towards clinical practice guidelines and evidence-based recommendations written for providers or the public, together with their awareness of guidelines. Methods. We included quantitative and qualitative studies of any design reporting on public, patient (and their carers) attitudes and awareness of guidelines written for providers or patients/public. We searched electronic databases including MEDLINE, PSYCHINFO, ERIC, ASSIA and the Cochrane Library from 2000 to 2012. We also searched relevant websites, reviewed citations and contacted experts in the field. At least two authors independently screened, abstracted data and assessed the quality of studies. We conducted a thematic analysis of first and second order themes and performed a separate narrative synthesis of patient and public awareness of guidelines. Results: We reviewed 5415 records and included 26 studies (10 qualitative studies, 13 cross sectional and 3 randomised controlled trials) involving 24 887 individuals. Studies were mostly good to fair quality. The thematic analysis resulted in four overarching themes: Applicability of guidelines; Purpose of guidelines for patient; Purpose of guidelines for health care system and physician; and Properties of guidelines. Overall, participants had mixed attitudes towards guidelines; some participants found them empowering but many saw them as a way of rationing care. Patients were also concerned that the information may not apply to their own health care situations. Awareness of guidelines ranged from 0-79%, with greater awareness in participants surveyed on national guideline websites. Conclusion: There are many factors, not only formatting, that may affect the uptake and use of guideline-derived material by the public. Producers need to make clear how the information is relevant to the reader and how it can be used to make healthcare improvements although there were problems with data quality. Awareness of guidelines is generally low and guideline producers cannot assume that the public has a more positive perception of their material than of alternative sources of health information. © 2014 Loudon et al.; licensee BioMed Central Ltd.
Implementing an evidence-based computerized decision support system linked to electronic health records to improve care for cancer patients: the ONCO-CODES study protocol for a randomized controlled trial
PubMed | Humanitas Clinical and Research Center, IRST Instituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori IRCCS, Mario Negri Institute for Pharmacological Research, Duodecim Medical Publications Ltd and 5 more.
Type: Journal Article | Journal: Implementation science : IS | Year: 2016
Computerized decision support systems (CDSSs) are computer programs that provide doctors with person-specific, actionable recommendations, or management options that are intelligently filtered or presented at appropriate times to enhance health care. CDSSs might be integrated with patient electronic health records (EHRs) and evidence-based knowledge.The Computerized DEcision Support in ONCOlogy (ONCO-CODES) trial is a pragmatic, parallel group, randomized controlled study with 1:1 allocation ratio. The trial is designed to evaluate the effectiveness on clinical practice and quality of care of a multi-specialty collection of patient-specific reminders generated by a CDSS in the IRCCS Istituto Scientifico Romagnolo per lo Studio e la Curadei Tumori (IRST) hospital. We hypothesize that the intervention can increase clinician adherence to guidelines and, eventually, improve the quality of care offered to cancer patients. The primary outcome is the rate at which the issues reported by the reminders are resolved, aggregating specialty and primary care reminders. We will include all the patients admitted to hospital services. All analyses will follow the intention-to-treat principle.The results of our study will contribute to the current understanding of the effectiveness of CDSSs in cancer hospitals, thereby informing healthcare policy about the potential role of CDSS use. Furthermore, the study will inform whether CDSS may facilitate the integration of primary care in cancer settings, known to be usually limited. The increasing use of and familiarity with advanced technology among new generations of physicians may support integrated approaches to be tested in pragmatic studies determining the optimal interface between primary and oncology care.ClinicalTrials.gov, NCT02645357.
Koskela T.,University of Tampere |
Koskela T.,Duodecim Medical Publications Ltd |
Sandstrom S.,Nordic Healthcare Group Ltd At the Time of the Study |
Makinen J.,Duodecim Medical Publications Ltd |
Liira H.,University of Western Australia
BMC Medical Informatics and Decision Making | Year: 2016
Background: Although a number of studies have evaluated the effectiveness of computerized decision-support systems (CDSS), there is lack of data on user perspectives, barriers, and facilitators to the implementation of CDSSs in real-life surroundings. The aim of this study was to assess individually perceived barriers, facilitators and ideas influencing the CDSS implementation and usability. Methods: In this qualitative study, five focus groups were carried out with physicians and nurses separately at the Tampere City Health Center, Finland. The participants were end-users of the EBMeDS computerized decision support system. An explorative data content analysis was applied. Results: The most important barrier to benefitting from CDSS was the lack of structured and coded diagnosis documentation and outdated medication information in the electronic health records. This led to false alerts and distrust towards the system. Among the major facilitators found were e.g. the beneficial reminders that helped practitioners take into account matters otherwise ignored; automatic glomerular filtration rate (GFR) calculations; medication safety checks; and the summaries in the single medication review at a glance. Conclusions: Physicians' and nurses' are keen to use the CDSS and it may enhance their inter-professional collaboration. Documenting patient information in a structured, uniform and easy manner is the essential starting point for electronic decision support. When implementing CDSS, managers need to focus on common practices in documenting structured data in their organizations in order to prevent undermining trust in the system. © 2016 Koskela et al.
PubMed | Duodecim Medical Publications Ltd, University of Tampere, University of Western Australia and Nordic Healthcare Group Ltd at the time of the study
Type: | Journal: BMC medical informatics and decision making | Year: 2016
Although a number of studies have evaluated the effectiveness of computerized decision-support systems (CDSS), there is lack of data on user perspectives, barriers, and facilitators to the implementation of CDSSs in real-life surroundings. The aim of this study was to assess individually perceived barriers, facilitators and ideas influencing the CDSS implementation and usability.In this qualitative study, five focus groups were carried out with physicians and nurses separately at the Tampere City Health Center, Finland. The participants were end-users of the EBMeDS computerized decision support system. An explorative data content analysis was applied.The most important barrier to benefitting from CDSS was the lack of structured and coded diagnosis documentation and outdated medication information in the electronic health records. This led to false alerts and distrust towards the system. Among the major facilitators found were e.g. the beneficial reminders that helped practitioners take into account matters otherwise ignored; automatic glomerular filtration rate (GFR) calculations; medication safety checks; and the summaries in the single medication review at a glance.Physicians and nurses are keen to use the CDSS and it may enhance their inter-professional collaboration. Documenting patient information in a structured, uniform and easy manner is the essential starting point for electronic decision support. When implementing CDSS, managers need to focus on common practices in documenting structured data in their organizations in order to prevent undermining trust in the system.
Karppinen P.,University of Oulu |
Lehto T.,University of Oulu |
Oinas-Kukkonen H.,University of Oulu |
Patiala T.,Duodecim Medical Publications Ltd. |
Saarelma O.,Duodecim Medical Publications Ltd.
Proceedings - Pacific Asia Conference on Information Systems, PACIS 2014 | Year: 2014
Technologies cannot help improve personal health if individuals do not use them. Information systems discipline has a strong heritage of technology adoption research. This case study introduces a behavior change support system (BCSS) aimed at improving health and well-being. Hermeneutics is used as a methodological approach to analyze open-ended responses from participants who had had an electronic health check but did not activate the following electronic health coaching. The data consist of textual feedback from a total of 2543 respondents. This article investigates the anomalies related to consumers' non-adoption of a BCSS. The research question addressed in this study is: What can anomalies reveal about BCSS acceptance? According to our findings, a positive attitude toward the system does not automatically increase acceptance. Usefulness of the electronic health system can be seen from a self-development perspective rather than from instrumental value. Credibility of the system, usability, and technical issues are also important for BCSS acceptance. This study brings new insights to the research fields of technological acceptance and persuasive technology; additionally, it provides a valuable example of a hermeneutics methodology and how new knowledge can be retrieved studying anomalies.