Doctors’ perceptions of using their digital twins in patient care
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ABSTRACT:
SUBMITTER: Zalake M
PROVIDER: S-EPMC10709415 | biostudies-literature | 2023 Jan
REPOSITORIES: biostudies-literature
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Project description:ObjectiveTo explore patient perceptions regarding doctors' information seeking during consultations.Design and settingQualitative interviews with participants from six general practice waiting rooms in South East Queensland, Australia. Participants were asked about their experiences and opinions, and to comment on short videos of simulated consultations in which a doctor sought information. The interviews were analysed through a process of iterative thematic analysis using the framework of Braun and Clarke.ParticipantsThe 16 participants were purposively sampled including 5 men and 11 women from a diverse range of educational and age groups.ResultsHow a doctor's need to look up information impacted patient impressions of competence and trust was an overarching theme. The four dominant themes include: the trust a patient has in the doctor before the consultation, whether the doctor is expected to know the answer to a question without searching, has the doctor added value to the consultation by searching and the consultation skills used in the process.ConclusionsPatient trust is fundamental to positive perceptions of general practitioners' information seeking at the point-of-care. Communication is key to building this trust. Understanding the patient's agenda, listening, assessing thoroughly and being honest and transparent about the need to seek information all contribute to a positive experience.
| S-EPMC9335025 | biostudies-literature
Project description:BackgroundPatient-centred care and patient autonomy is one of the key factors to better quality of service provision, hence patient outcomes. It enables the development of patients' trusts which is an important element to a better doctor-patient relationship. Given the increasing number of patient disputes and conflicts between patients and doctors in Chinese public hospital, it is timely to ensure patient-centred care is fully and successfully implemented. However, limited studies have examined the views and practice in different aspects of patient-centred care among doctors in the Chinese public hospitals.MethodsA quantitative approach was adopted by distributing paper-based questionnaires to doctors and patients in two hospitals (Level III and Level II) in Jinan, Shandong province, China.ResultsIn total, 614 doctors from the surgical and internal medicine units of the two hospitals participated in the survey yielding 90% response rates. The study confirmed the inconsistent views among doctors in terms of their perception and practice in various aspects patient-centred care and patient autonomy regardless of the hospital where they work (category II or category III), their unit speciality (surgical or non-surgical), their gender or seniority. The high proportion of doctors (more than 20%) who did not perceive the importance of patient consultation prior to determining diagnostic and treatment procedure is alarming. This in in part due to the belief held by more than half of the doctors that patients were unable to make rational decisions and their involvement in treatment planning process did not necessarily lead to better treatment outcomes.ConclusionThe study calls for the development of system level policy and organisation wide strategies in encouraging and enabling the practice of patient-centred care and patient autonomy with the purposes of improving the quality of the service provided to patients by Chinese hospitals.
| S-EPMC8994393 | biostudies-literature
Project description:BackgroundUnderstanding the perceived importance of Patient-Centered Care (PCC) among Palestinian doctors and how the provider and other clinical characteristics may impact their views on PCC is essential to determine the extent to which PCC can be implemented. This study investigates the provision of PCC among hospital doctors in a developing and unstable country, namely, Palestine.MethodsThis descriptive, cross-sectional research employed self-report survey among 369 Palestinian doctors working in hospitals in 2016. Respondents completed the Provider-Patient Relationship Questionnaire (PPRQ) and were asked to rate the importance of 16 PCC subjects in a context-free manner. Then they scored the existence of eight contextual attributes in their workplace.ResultsAlthough 71.4% of the participants got training in communication, only 45% of the participants knew about PCC. 48.8% of doctors considered the "exchange of information" with patients most important PCC component. Clustering identified three groups of doctors: 32.4% of doctors reported good perceptions of PCC, 47.5% moderate; and 20.1% poor. Older, married, and specialist doctors and those familiar with PCC are more likely classified in the "good" cluster. Results revealed a significant difference between doctors' views based on their gender, experience, marital status, previous knowledge about PCC, and type of hospital in favor of males, experienced, married, familiar with PCC, and doctors in private hospital respectively. The level of job interest, nurses' cooperation, the tendency of patients to hide information, and doctor's friendly style were positively related with more perceived importance of PCC.ConclusionWe identified benchmark doctors who perceive the high relative importance of PCC. Our results highlighted knowledge gaps and training weaknesses among doctors in public and private hospitals in respect to their views on PCC. Decision makers may invest in the determined contextual predictors to enhance attitudes towards PCC. This work doesn't address patients' views on PCC.
| S-EPMC6180518 | biostudies-literature
Project description:ObjectivesTo characterise the information needs of family doctors by collecting the questions they asked about patient care during consultations and to classify these in ways that would be useful to developers of knowledge bases.DesignObservational study in which investigators visited doctors for two half days and collected their questions. Taxonomies were developed to characterise the clinical topic and generic type of information sought for each question.SettingEastern Iowa.ParticipantsRandom sample of 103 family doctors.Main outcome measuresNumber of questions posed, pursued, and answered; topic and generic type of information sought for each question; time spent pursuing answers; information resources used.ResultsParticipants asked a total of 1101 questions. Questions about drug prescribing, obstetrics and gynaecology, and adult infectious disease were most common and comprised 36% of all questions. The taxonomy of generic questions included 69 categories; the three most common types, comprising 24% of all questions, were "What is the cause of symptom X?" "What is the dose of drug X?" and "How should I manage disease or finding X?" Answers to most questions (702, 64%) were not immediately pursued, but, of those pursued, most (318, 80%) were answered. Doctors spent an average of less than 2 minutes pursuing an answer, and they used readily available print and human resources. Only two questions led to a formal literature search.ConclusionsFamily doctors in this study did not pursue answers to most of their questions. Questions about patient care can be organised into a limited number of generic types, which could help guide the efforts of knowledge base developers.
| S-EPMC28191 | biostudies-literature
Project description:BackgroundDigital twins (DTs) are digital representations of real-world systems, enabling advanced simulations, predictive modeling, and real-time optimization in various fields, including health care. Despite growing interest, the integration of DTs in health care faces challenges such as fragmented applications, ethical concerns, and barriers to adoption.ObjectiveThis study systematically reviews the existing literature on DT applications in health care with three objectives: (1) to map primary applications, (2) to identify key challenges and limitations, and (3) to highlight gaps that can guide future research.MethodsA meta-review was conducted in a systematic fashion, adhering to PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines, and included 25 literature reviews published between 2021 and 2024. The search encompassed 5 databases: PubMed, CINAHL, Web of Science, Embase, and PsycINFO. Thematic synthesis was used to categorize DT applications, stakeholders, and barriers to adoption.ResultsA total of 3 primary DT applications in health care were identified: personalized medicine, operational efficiency, and medical research. While current applications, such as predictive diagnostics, patient-specific treatment simulations, and hospital resource optimization, remain in their early stages of development, they highlight the significant potential of DTs. Challenges include data quality, ethical issues, and socioeconomic barriers. This review also identified gaps in scalability, interoperability, and clinical validation.ConclusionsDTs hold transformative potential in health care, providing individualized care, operational optimization, and accelerated research. However, their adoption is hindered by technical, ethical, and financial barriers. Addressing these issues requires interdisciplinary collaboration, standardized protocols, and inclusive implementation strategies to ensure equitable access and meaningful impact.
| S-EPMC11888003 | biostudies-literature
Project description:BackgroundThe concept of digital twins, widely adopted in industry, is entering health care. However, there is a lack of consensus on what constitutes the digital twin of a patient.ObjectiveThe objective of this scoping review was to analyze definitions and characteristics of patient digital twins being developed for clinical use, as reported in the scientific literature.MethodsWe searched PubMed, Scopus, Embase, IEEE, and Google Scholar for studies claiming digital twin development or evaluation until August 2023. Data on definitions, characteristics, and development phase were extracted. Unsupervised classification of claimed digital twins was performed.ResultsWe identified 86 papers representing 80 unique claimed digital twins, with 98% (78/80) in preclinical phases. Among the 55 papers defining "digital twin," 76% (42/55) described a digital replica, 42% (23/55) mentioned real-time updates, 24% (13/55) emphasized patient specificity, and 15% (8/55) included 2-way communication. Among claimed digital twins, 60% (48/80) represented specific organs (primarily heart: 15/48, 31%; bones or joints: 10/48, 21%; lung: 6/48, 12%; and arteries: 5/48, 10%); 14% (11/80) embodied biological systems such as the immune system; and 26% (21/80) corresponded to other products (prediction models, etc). The patient data used to develop and run the claimed digital twins encompassed medical imaging examinations (35/80, 44% of publications), clinical notes (15/80, 19% of publications), laboratory test results (13/80, 16% of publications), wearable device data (12/80, 15% of publications), and other modalities (32/80, 40% of publications). Regarding data flow between patients and their virtual counterparts, 16% (13/80) claimed that digital twins involved no flow from patient to digital twin, 73% (58/80) used 1-way flow from patient to digital twin, and 11% (9/80) enabled 2-way data flow between patient and digital twin. Based on these characteristics, unsupervised classification revealed 3 clusters: simulation patient digital twins in 54% (43/80) of publications, monitoring patient digital twins in 28% (22/80) of publications, and research-oriented models unlinked to specific patients in 19% (15/80) of publications. Simulation patient digital twins used computational modeling for personalized predictions and therapy evaluations, mostly for one-time assessments, and monitoring digital twins harnessed aggregated patient data for continuous risk or outcome forecasting and care optimization.ConclusionsWe propose defining a patient digital twin as "a viewable digital replica of a patient, organ, or biological system that contains multidimensional, patient-specific information and informs decisions" and to distinguish simulation and monitoring digital twins. These proposed definitions and subtypes offer a framework to guide research into realizing the potential of these personalized, integrative technologies to advance clinical care.
| S-EPMC11602770 | biostudies-literature
Project description:BACKGROUND: In 2010, the Department of Veterans Affairs (VA) implemented a national patient-centered care initiative that organized primary care into interdisciplinary teams of health care professionals to provide patient-centered, continuous, and coordinated care. OBJECTIVE: We assessed the discriminate validity of the Learners' Perceptions Survey-Primary Care (LPS-PC), a tool designed to measure residents' perceptions about their primary and patient-centered care experiences. METHODS: Between October 2010 and June 2011, the LPS-PC was administered to Loma Linda University Medical Center internal medicine residents assigned to continuity clinics at the VA Loma Linda Healthcare System (VALLHCS), a university setting, or the county hospital. Adjusted differences in satisfaction ratings across settings and over domains (patient- and family-centered care, faculty and preceptors, learning, clinical, work and physical environments, and personal experience) were computed using a generalized linear model. RESULTS: Our response rate was 86% (77 of 90). Residents were more satisfied with patient- and family-centered care at the VALLHCS than at either the university or county (P < .001). However, faculty and preceptors (odds ratio [OR] = 1.53), physical (OR = 1.29), and learning (OR = 1.28) environments had more impact on overall resident satisfaction than patient- and family-centered care (OR = 1.08). CONCLUSIONS: The LPS-PC demonstrated discriminate validity to assess residents' perceptions of their patient-centered clinical training experience across outpatient primary care settings at an internal medicine residency program. The largest difference in scores was the patient- and family-centered care domain, in which residents rated the VALLHCS much higher than the university or county sites.
| S-EPMC3886456 | biostudies-other
Project description:BACKGROUND: The current health care system requires a substantial amount of documentation by physicians, potentially limiting time spent on patient care. OBJECTIVE: We sought to explore trainees' perceptions of their clinical documentation requirements and the relationship between time spent on clinical documentation versus time available for patient care. METHODS: An anonymous, online survey was sent to trainees in all postgraduate years of training and specialties in Accreditation Council for Graduate Medical Education-accredited programs. RESULTS: Over a 2-month time frame, 1515 trainees in 24 specialties completed the survey. Most (92%) reported that documentation obligations are excessive, that time spent with patients has been compromised by this (90%), and that the amount of clinical documentation has had a negative effect on patient care (73%). Most residents and fellows reported feeling rushed and frustrated because of these documentation demands. They also reported that time spent on these tasks decreased their time available for teaching others and reduced the quality of their education. Respondents reported spending more time on clinical documentation than on direct patient care (P < .001). CONCLUSIONS: Trainees' current clinical documentation workload may be a barrier to optimal patient care and to resident and fellow education. Residents and fellows report that clinical documentation duties are onerous, and there is a perceived negative effect on time spent with patients, overall quality of patient care, physician well-being, time available for teaching, and quality of resident education.
| S-EPMC3886458 | biostudies-other
Project description:BackgroundSweden has a large population of migrant women, which contributes to communication challenges and, consequently, suboptimal maternity care. Compared with native-born women, migrant women have an increased prevalence of adverse pregnancy outcomes. Miscommunication and language barriers are among the reasons for these results. Thus, language barriers can also lead to providing less information to migrant women. A digital Swedish-Arabic dialog support tool was developed and tested at antenatal care, to facilitate communication between midwives and Arabic-speaking women. This study aimed to describe midwives' perceptions of communication via Swedish-Arabic dialog support (Sadima) in antenatal care.MethodsA qualitative study was conducted with 14 midwives in antenatal care with experience communicating using a Swedish-Arabic dialog support tool. The data were collected via semi structured individual interviews and were analyzed via phenomenographic analysis.ResultsThe analysis resulted in three categories: (1) Dialog support - the skill of constructing bridges, comprised the main finding that dialog support facilitated communication by providing a multimodal way of communication including intercultural evidence-based content;(2) Dialog support - challengingly implementing adaptive efficiency, represented the implementation of dialog support to be time-consuming and, eventually, time-efficient when midwives gained digital skills; and (3) Women and their partners - the ability to be empowered, included the main finding of increased women's empowerment and control over their lives by being less dependent on interpreters.ConclusionsThe findings contribute to the understanding of communication via dialog support based on midwives' experiences. This study highlights that communication via dialog support facilitates communication between midwives and Arabic-speaking women and enhances midwives' working conditions. Within our increasingly heterogeneous societies, health care could provide support for communication via digital dialog support that is women-centered and culturally sensitive to avoid misunderstandings and delayed or incorrect treatment of migrant women.
| S-EPMC11907776 | biostudies-literature
Project description:OBJECTIVES:Special investigations (e.g. blood tests, electrocardiograms, x-rays) play an integral role in patient management in the emergency department (ED). Having results immediately available prior to assessing a patient may lead to improved efficiency. This could be instituted by utilizing point-of-care (POC) testing with an alternative ED workflow, but the implementation would be dependent on acceptance by the end-users. The aim of this study was to assess doctors' perceptions of POC testing in the ED when the normal treatment pathway was modified to use upfront POC tests performed prior to doctor evaluation in an effort to decrease treatment times. METHODS:A prospective, randomized, controlled trial was performed in the ED where medical patients received either the normal ED workflow pathway or one of the enhanced workflow pathways with POC tests in various combinations prior to doctor evaluation. At the end of the study period, doctors were invited to participate in an anonymous survey to gauge their opinions on the implementation of the early POC testing. RESULTS:Overall, the doctors surveyed were very satisfied with use of upfront POC in the ED. One hundred per cent of the 28 doctors surveyed found it helpful to assess patients who already had test results available and would want it to be permanently available. Normalized satisfaction scores were more favorable for combinations of 3 or more tests (0.7-1.0) as opposed to combinations with 2 or less tests (0.3-0.7). There was a preference for combinations that included comprehensive blood results. CONCLUSION:The implementation of workflow changes to assist doctors in the ED can potentially make them more productive. End-user buy-in is essential in order for the change to be successful. Upfront, protocolised, POC testing is a low-input, high-yield intervention that decreased treatment time and satisfied doctors.
| S-EPMC6292565 | biostudies-literature