ABSTRACT
OBJECTIVES: This study examined the level of technology proficiency amongst healthcare professions students. Additionally, the study provides an evaluation of the pilot implementation, as well as the effect of a 7-module telehealth course on the level of adoption and future use of telehealth amongst future Australian healthcare workforce. METHODS: Students from four health-sciences departments at the University of Melbourne, Australia, participated in this pilot study by completing the course and an online questionnaire, which included both structured and open-ended questions. The questionnaire included: 12-items on socio-demographic and Internet utilization; 34-items about acceptance and use of telehealth adapted from the Unified Theory of Acceptance and Use of Technology (UTAUT2) questionnaire; and 22-items about confidence in using the Internet and ICT, adapted from Technology Proficiency Self-Assessment Questionnaire for 21st Century Learning (TPSA-C-21). RESULTS: The evaluation included 26 students who expressed confidence in their Internet/ICT skills They showed enthusiasm for telehealth and recognized its potential benefits, but also emphasized the value of face-to-face interactions. They requested information on legal and aspects and additional learning. Post-test assessments indicated improvements in overall acceptance and use attitudes towards telehealth and on six dimensions of the UTAUT2 instrument. Participation in the course indicated improvements in students' overall acceptance and use attitudes and on six of the ten dimensions of the UTAUT2 instrument (p < 0.05). CONCLUSION: This preliminary evaluation indicated that the telehealth course was a positive and enjoyable learning experience for students with appropriate structure and information. The course was successful in improving students' acceptance and use of health technology. The study identified areas in which further development might be required. As such, the course represents a helpful approach for telehealth training among health professions students. Further evaluation with larger samples is required.
Subject(s)
Students, Health Occupations , Telemedicine , Humans , Pilot Projects , Female , Male , Students, Health Occupations/psychology , Australia , Surveys and Questionnaires , Young Adult , Adult , Curriculum , Attitude of Health Personnel , Health Occupations/education , InternetABSTRACT
Objectives: To determine the prevalence of frailty among community-dwelling older adults in regional Victoria, Australia. Methods: Frailty status of 376 participants from the Crossroads II cross-sectional study was assessed by selected markers of frailty. The selected variables were psychometrically tested. Associations between frailty and socio-demographic, environmental and health factors were analysed using chi-square, ANOVA and binary logistic regression (BLR). Results: Estimated prevalence of frailty was 39.4%. BLR indicated that frailty decreased with higher educational attainment, (OR = .23; 95% CI: .10-.51) increased for divorced/separated participants (OR = 2.68; 95% CI: 1.29-5.56) and when having three (OR = 3.27; 95% CI: 1.07-9.98), four (OR = 7.20; 95% CI: 2.22-23.31) or five or more chronic conditions (OR = 9.18; 95% CI: 2.83-29.72). Discussion: Frailty in this Australian regional community-dwelling sample was higher than other studies conducted in urban areas of Australia. Present results highlight the importance of exploring the multidimensionality of the frailty construct to have a better understanding which factors are associated with the development of this syndrome.
Subject(s)
Frailty , Population Health , Humans , Aged , Frailty/epidemiology , Frail Elderly , Victoria/epidemiology , Cross-Sectional Studies , Independent Living , Prevalence , Geriatric AssessmentABSTRACT
Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques are leveraged in a wide range of domains, including healthcare, where it focuses mainly on the analysis of diagnostic, treatment, and organisational processes. Despite the huge amount of data generated in hospitals by staff and machinery involved in healthcare processes, there is no evidence of a systematic uptake of process mining beyond targeted case studies in a research context. When developing and using process mining in healthcare, distinguishing characteristics of healthcare processes such as their variability and patient-centred focus require targeted attention. Against this background, the Process-Oriented Data Science in Healthcare Alliance has been established to propagate the research and application of techniques targeting the data-driven improvement of healthcare processes. This paper, an initiative of the alliance, presents the distinguishing characteristics of the healthcare domain that need to be considered to successfully use process mining, as well as open challenges that need to be addressed by the community in the future.
Subject(s)
Delivery of Health Care , Hospitals , HumansABSTRACT
BACKGROUND: Systematic reviews allow health decisions to be informed by the best available research evidence. However, their number is proliferating quickly, and many skills are required to identify all the relevant reviews for a specific question. METHODS AND FINDINGS: We screen 10 bibliographic databases on a daily or weekly basis, to identify systematic reviews relevant for health decision-making. Using a machine-based approach developed for this project we select reviews, which are then validated by a network of more than 1000 collaborators. After screening over 1,400,000 records we have identified more than 300,000 systematic reviews, which are now stored in a single place and accessible through an easy-to-use search engine. This makes Epistemonikos the largest database of its kind. CONCLUSIONS: Using a systematic approach, recruiting a broad network of collaborators and implementing automated methods, we developed a one-stop shop for systematic reviews relevant for health decision making.
Subject(s)
Delivery of Health Care , Search Engine , Databases, Bibliographic , Databases, Factual , Humans , Systematic Reviews as TopicABSTRACT
Nowadays, assessing and improving customer experience has become a priority, and has emerged as a key differentiator for business and organizations worldwide. A customer journey (CJ) is a strategic tool, a map of the steps customers follow when engaging with a company or organization to obtain a product or service. The increase of the need to obtain knowledge about customers' perceptions and feelings when interacting with participants, touchpoints, and channels through different stages of the customer life cycle. This study aims to describe the application of process mining techniques in healthcare as a tool to asses customer journeys. The appropriateness of the approach presented is illustrated through a case study of a key healthcare process. Results depict how a healthcare process can be mapped through the CJ components, and its analysis can serve to understand and improve the patient's experience.
Subject(s)
Consumer Behavior , Delivery of Health Care , Aged , Aged, 80 and over , Commerce , Female , Humans , Male , Marketing of Health ServicesABSTRACT
BACKGROUND: As the COVID-19 pandemic disrupted medical practice, telemedicine emerged as an alternative to outpatient visits. However, it is not known how patients and physicians responded to an accelerated implementation of this model of medical care. OBJECTIVE: The aim of this study is to report the system-wide accelerated implementation of telemedicine, compare patient satisfaction between telemedicine and in-person visits, and report provider perceptions. METHODS: This study was conducted at the UC Christus Health Network, a large private academic health network in Santiago, Chile. The satisfaction of patients receiving telemedicine care in March and April 2020 was compared to those receiving in-person care during the same period (concurrent control group) as well as in March and April 2019 (retrospective control group). Patient satisfaction with in-person care was measured using the Net Promoter Score (NPS) survey. Patient satisfaction with telemedicine was assessed with an online survey assessing similar domains. Providers rated their satisfaction and responded to open-ended questions assessing challenges, strategies used to address challenges, the diagnostic process, treatment, and the patient-provider relationship. RESULTS: A total of 3962 patients receiving telemedicine, 1187 patients from the concurrent control group, and 1848 patients from the retrospective control group completed the surveys. Satisfaction was very high with both telemedicine and in-person services. Overall, 263 physicians from over 41 specialties responded to the survey. During telemedicine visits, most providers felt their clinical skills were challenged (61.8%). Female providers felt more challenged than male providers (70.7% versus 50.9%, P=.002). Surgeons, obstetricians, and gynecologists felt their clinical skills were challenged the least, compared to providers from nonsurgical specialties (P<.001). Challenges related to the delivery modality, diagnostic process, and patient-provider relationship differed by provider specialty (P=.046, P<.001, and P=.02, respectively). CONCLUSIONS: Telemedicine implemented in response to the COVID-19 pandemic produced high patient and provider satisfaction. Specialty groups perceived the impact of this new mode of clinical practice differently.
Subject(s)
Coronavirus Infections/epidemiology , Patient Satisfaction , Pneumonia, Viral/epidemiology , Telemedicine/methods , Academic Medical Centers , Adolescent , Adult , Aged , Betacoronavirus , COVID-19 , Child , Child, Preschool , Chile/epidemiology , Female , Humans , Infant , Infant, Newborn , Job Satisfaction , Male , Middle Aged , Pandemics , Qualitative Research , Research Design , Retrospective Studies , SARS-CoV-2 , Surveys and Questionnaires , Telemedicine/trends , Young AdultABSTRACT
The performance analysis of Emergency Room episodes is aimed at providing decision makers with knowledge that allows them to decrease waiting times, reduce patient congestion, and improve the quality of care provided. In this case study, Process Mining is used to determine which activities, sub-processes, interactions, and characteristics of episodes explain why some episodes have a longer duration. The employed method and the results obtained are described in detail to serve as a guide for future performance analysis in this domain. It was discovered that the main cause of the increment in the episode duration is the occurrence of a loop between the Examination and Treatment sub-processes. It was also found out that as the episode severity increases, the number of repetitions of the Examination-Treatment loop increases as well. Moreover, the episodes in which this loop is more common are those that lead to Hospitalization as discharge destination. These findings might help to reduce the occurrence of this loop, in turn lowering the episode duration and, consequently, providing faster attention to more patients.
Subject(s)
Data Mining/methods , Delivery of Health Care/standards , Emergency Service, Hospital/standards , Quality of Health Care/standards , Hospitalization/statistics & numerical data , HumansABSTRACT
BACKGROUND: In Chile and Latin America, cervical cancer disproportionately affects women of low socioeconomic status. Mobile technology (mobile health, mHealth) may be able to address this disparity by targeting women in underserved populations. However, there is a lack of information regarding barriers to the implementation of mHealth interventions in underserved populations. OBJECTIVE: The objective of this study was to investigate the use of cell phones and text messaging (short message service, SMS) in Latina women from disadvantaged communities to design an mHealth intervention for improving cervical cancer screening rates. METHODS: We conducted 9 focus groups among women aged 25-64 years to better understand the implementation barriers and perceptions of a text message (SMS)-based intervention designed to improve cervical cancer screening rates. We used the PRECEDE-PROCEED model to categorize identified themes using template analysis. RESULTS: Focus group results indicated that older women use mobile phones to receive calls from family and friends but seldom send text messages. Furthermore, they prefer personal contact with their health care providers regarding Papanicolaou (Pap) testing. Younger women, on the other hand, find text messaging easy to use and frequently send texts to family and friends. Importantly, women of all ages mentioned they would like to receive text messages about Pap tests. Factors that facilitate the uptake of the intervention include ease of access to Pap testing, inclusion of family members, and reminder messaging. Potential barriers include cost and the impersonal nature of messaging. Health team members support an mHealth intervention even though they acknowledge the potential barriers to this strategy. Overall, these results support the implementation of an mHealth intervention to increase cervical cancer screening rates. CONCLUSIONS: This study describes the opinions of women nonadherent to Pap testing on the potential use of mobile technologies for cervical cancer screening. Although the overall acceptance was positive, older women prefer personal contact and phone calls over text messaging. Information surrounding these preferences will aid in the implementation of effective strategies to improve cancer screening in underserved populations.
ABSTRACT
BACKGROUND: Public health in several countries is characterized by a shortage of professionals and a lack of economic resources. Monitoring and redesigning processes can foster the success of health care institutions, enabling them to provide a quality service while simultaneously reducing costs. Process mining, a discipline that extracts knowledge from information system data to analyze operational processes, affords an opportunity to understand health care processes. OBJECTIVE: Health care processes are highly flexible and multidisciplinary, and health care professionals are able to coordinate in a variety of different ways to treat a diagnosis. The aim of this work was to understand whether the ways in which professionals coordinate their work affect the clinical outcome of patients. METHODS: This paper proposes a method based on the use of process mining to identify patterns of collaboration between physician, nurse, and dietitian in the treatment of patients with type 2 diabetes mellitus and to compare these patterns with the clinical evolution of the patients within the context of primary care. Clustering is used as part of the preprocessing of data to manage the variability, and then process mining is used to identify patterns that may arise. RESULTS: The method is applied in three primary health care centers in Santiago, Chile. A total of seven collaboration patterns were identified, which differed primarily in terms of the number of disciplines present, the participation intensity of each discipline, and the referrals between disciplines. The pattern in which the three disciplines participated in the most equitable and comprehensive manner had a lower proportion of highly decompensated patients compared with those patterns in which the three disciplines participated in an unbalanced manner. CONCLUSIONS: By discovering which collaboration patterns lead to improved outcomes, health care centers can promote the most successful patterns among their professionals so as to improve the treatment of patients. Process mining techniques are useful for discovering those collaborations patterns in flexible and unstructured health care processes.
Subject(s)
Data Mining/methods , Diabetes Mellitus, Type 2/therapy , Primary Health Care/methods , Diabetes Mellitus, Type 2/pathology , HumansABSTRACT
BACKGROUND: In Chile, more than 500 women die every year from cervical cancer, and a majority of Chilean women are not up-to-date with their Papanicolau (Pap) test. Mobile health has great potential in many health areas, particularly in health promotion and prevention. There are no randomized controlled trials in Latin America assessing its use in cervical cancer screening. The 'Development of Mobile Technologies for the Prevention of Cervical Cancer in Santiago, Chile' study aims to determine the efficacy of a text-message intervention on Pap test adherence among Chilean women in the metropolitan region of Santiago. METHODS/DESIGN: This study is a parallel randomized-controlled trial of 400 Chilean women aged 25-64 who are non-adherent with current recommendations for Pap test screening. Participants will be randomly assigned to (1) a control arm (usual care) or (2) an intervention arm, where text and voice messages containing information and encouragement to undergo screening will be sent to the women. The primary endpoint is completion of a Pap test within 6 months of baseline assessment, as determined by medical record review at community-based clinics. Medical record reviewers will be blinded to randomization arms. The secondary endpoint is an evaluation of the implementation and usability of the text message intervention as a strategy to improve screening adherence. DISCUSSION: This intervention using mobile technology intends to raise cervical cancer screening adherence and compliance among a Chilean population of low and middle-low socioeconomic status. If successful, this strategy may reduce the incidence of cervical cancer. TRIAL REGISTRATION: Clinicaltrials.gov NCT02376023 Registered 2/17/2015. First participant enrolled Feb 22nd 2016.
Subject(s)
Early Detection of Cancer/methods , Randomized Controlled Trials as Topic , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/prevention & control , Adult , Cell Phone , Chile , Female , Humans , Mass Screening , Middle Aged , Papanicolaou Test/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Vaginal Smears/statistics & numerical dataABSTRACT
Despite the continuous technical advancements around health information standards, a critical component to their widespread adoption involves political agreement between a diverse set of stakeholders. Countries that have addressed this issue have used diverse strategies. In this vision paper we present the path that Chile is taking to establish a national program to implement health information standards and achieve interoperability. The Chilean government established an inter-agency program to define the current interoperability situation, existing gaps, barriers, and facilitators for interoperable health information systems. As an answer to the identified issues, the government decided to fund a consortium of Chilean universities to create the National Center for Health Information Systems. This consortium should encourage the interaction between all health care stakeholders, both public and private, to advance the selection of national standards and define certification procedures for software and human resources in health information technologies.
Subject(s)
Health Information Systems , Public-Private Sector Partnerships , Chile , Delivery of Health Care , Humans , Medical InformaticsABSTRACT
High-Level Disinfection (HLD) of endoscopic equipment is a critical process to ensure patient safety. Although commercial tracking software is available, here we demonstrate the successful design and implementation of a HLD tracking system using pre-existing corporate information tools. After a brief development and implementation stage, the HLD unit is successfully tracking the process and are able to create simple visualizations to monitor and improve the existing procedures.
Subject(s)
Disinfection , Endoscopes , Software , Humans , Quality ControlABSTRACT
OBJECTIVES: Local Health Departments (LHDs) are a key source of health promotion information. For ethnically and culturally diverse communities, it becomes important to provide minorities with language appropriate health information. This project sought to assess the availability of multilingual health promotion materials on LHD websites in Washington State (WA), USA. METHODS: We performed a cross-sectional study of all 34 LHD websites in WA. We collected and classified health promotion documents available to the public, specifically, whether translated versions were available. We also assessed the extent of document sharing between LHDs. RESULTS: We identified 1,624 documents across 34 LHDs. Topics most frequently covered were communicable diseases and emergency preparedness. Fewer than 10% of documents were available in non-English languages. We found little evidence of document sharing between LHDs; only 5% of all documents were shared between LHDs. CONCLUSIONS: WA LHDs provide a variety of health promotion materials for the public, but few multilingual materials are available online. New technologies for facilitating document sharing and machine translation may improve the present landscape.
Subject(s)
Consumer Health Information/statistics & numerical data , Health Promotion/supply & distribution , Health Services Accessibility/statistics & numerical data , Internet/supply & distribution , Multilingualism , Translating , Cross-Sectional Studies , Local Government , Online Systems , Public Health Administration/statistics & numerical data , Regional Medical Programs , WashingtonABSTRACT
Electronic health records (EHRs) can produce significant disruption when first implemented. Successful implementations depend on the availability of technical and clinical support. We present a description of the frequency and types of issues raised during the first 12 months after the implementation of an EHR at a teaching hospital in Santiago, Chile.
Subject(s)
Electronic Health Records , Emergency Service, Hospital , Electronic Health Records/organization & administration , Electronic Health Records/statistics & numerical data , Emergency Service, Hospital/organization & administration , Emergency Service, Hospital/statistics & numerical data , Humans , Program DevelopmentABSTRACT
Electronic health records (EHRs) present an opportunity for quality improvement in health organitations, particularly at the primary health level. However, EHR implementation impacts clinical workflows, and physicians frequently prefer to document in a non-structured way, which ultimately hinders the ability to measure quality indicators. We present an assessment of data completeness-a key data quality indicator-during the first 12 months after the implementation of an EHR at a teaching outpatient center in Santiago, Chile.
Subject(s)
Ambulatory Care/statistics & numerical data , Ambulatory Care/standards , Data Accuracy , Electronic Health Records/statistics & numerical data , Electronic Health Records/standards , Guideline Adherence/statistics & numerical data , Chile , Information Storage and Retrieval/standards , Information Storage and Retrieval/statistics & numerical data , Practice Guidelines as TopicABSTRACT
Epistemonikos (www.epistemonikos.org) is a free, multilingual database of the best available health evidence. This paper describes the design, development and implementation of the Epistemonikos project. Using several web technologies to store systematic reviews, their included articles, overviews of reviews and structured summaries, Epistemonikos is able to provide a simple and powerful search tool to access health evidence for sound decision making. Currently, Epistemonikos stores more than 115,000 unique documents and more than 100,000 relationships between documents. In addition, since its database is translated into 9 different languages, Epistemonikos ensures that non-English speaking decision-makers can access the best available evidence without language barriers.
Subject(s)
Database Management Systems , Databases, Factual , Health Services Research , Information Storage and Retrieval/methods , Internet , Language , Periodicals as Topic , Artificial Intelligence , Cooperative Behavior , Multilingualism , Natural Language Processing , SoftwareABSTRACT
This work explores a) the use of e-health systems in the context of palliative care and b) the information needs of patients, care givers and healthcare professionals in palliative care. To achieve this we conducted a systematic literature review and interviewed health professionals in Germany, Peru, and Chile. All countries have in common that specific e-health systems are rarely used in this context and the presence of a gradient of available care between rural and urban areas.
Subject(s)
Electronic Health Records/organization & administration , Home Care Services/organization & administration , Medical Informatics/organization & administration , Models, Organizational , Telemedicine/organization & administration , Chile , Germany , Palliative Care , PeruABSTRACT
BACKGROUND Hot flushes are common in women with a history of breast cancer. Hormonal therapies are known to reduce these symptoms but are not recommended in women with a history of breast cancer due to their potential adverse effects. The efficacy of non-hormonal therapies is still uncertain. OBJECTIVE To assess the efficacy of non-hormonal therapies in reducing hot flushes in women with a history of breast cancer. METHODS Search methods: We searched the Cochrane Breast Cancer Group Specialised Register, CENTRAL (The Cochrane Library), Medline, Embase, Lilacs, CINAHL, PsycINFO (August 2008) and WHO ICTRP Search Portal. We handsearched reference lists of reviews and included articles, reviewed conference proceedings and contacted experts. Selection criteria: Randomized controlled trials (RCTs) comparing non-hormonal therapies with placebo or no therapy for reducing hot flushes in women with a history of breast cancer. Data collection and analysis: Two authors independently selected potentially relevant studies, decided upon their inclusion and extracted data on participant characteristics, interventions, outcomes and the risk of bias of included studies. MAIN RESULTS Sixteen RCTs met our inclusion criteria. We included six studies on selective serotonin (SSRI) and serotonin-norepinephrine (SNRI) reuptake inhibitors, two on clonidine, one on gabapentin, two each on relaxation therapy and homeopathy, and one each on vitamin E, magnetic devices and acupuncture. The risk of bias of most studies was rated as low or moderate. Data on continuous outcomes were presented inconsistently among studies, which precluded the possibility of pooling the results. Three pharmacological treatments (SSRIs and SNRIs, clonidine and gabapentin) reduced the number and severity of hot flushes. One study assessing vitamin E did not show any beneficial effect. One ...
ABSTRACT
Biomedical Informatics is a new discipline that arose from the need to incorporate information technologies to the generation, storage, distribution and analysis of information in the domain of biomedical sciences. This discipline comprises basic biomedical informatics, and public health informatics. The development of the discipline in Chile has been modest and most projects have originated from the interest of individual people or institutions, without a systematic and coordinated national development. Considering the unique features of health care system of our country, research in the area of biomedical informatics is becoming an imperative.
Subject(s)
Humans , Medical Informatics/education , ChileABSTRACT
Biomedical Informatics is a new discipline that arose from the need to incorporate information technologies to the generation, storage, distribution and analysis of information in the domain of biomedical sciences. This discipline comprises basic biomedical informatics, and public health informatics. The development of the discipline in Chile has been modest and most projects have originated from the interest of individual people or institutions, without a systematic and coordinated national development. Considering the unique features of health care system of our country, research in the area of biomedical informatics is becoming an imperative.