scholarly journals Patient-Generated Health Data Quality for Clinical Use: Human and Technology Factors (Preprint)

2018 ◽  
Author(s):  
Robab Abdolkhani ◽  
Kathleen Gray ◽  
Ann Borda ◽  
Ruth De Souza
Keyword(s):  
Health Care ◽  
Human Factors ◽  
Data Quality ◽  
Real Time ◽  
Health Care Providers ◽  
Health Data ◽  
Clinical Use ◽  
Care Providers ◽  
Quality Dimensions

BACKGROUND The proliferation of advanced wearable medical technologies is increasing the production of Patient-Generated Health Data (PGHD). However, there is lack of evidence on whether the quality of the data generated from wearables can be effectively used for patient care. In order for PGHD to be utilized for decision making by health providers, it needs to be of high quality, that is, it must comply with standards defined by health care organizations and be accurate, consistent, complete and unbiased. Although medical wearables record highly accurate data, there are other technology issues as well as human factors that affect PGHD quality when it is collected and shared under patients’ control to ultimately used by health care providers. OBJECTIVE This paper explores human factors and technology factors that impact on the quality of PGHD from medical wearables for effective use in clinical care. METHODS We conducted semi-structured interviews with 17 PGHD stakeholders in Australia, the US, and the UK. Participants include ten health care providers working with PGHD from medical wearables in diabetes, sleep disorders, and heart arrhythmia, five health IT managers, and two executives. The participants were interviewed about seven data quality dimensions including accuracy, accessibility, coherence, institutional environment, interpretability, relevancy, and timeliness. Open coding of the interview data identified several technology and human issues related to the data quality dimensions regarding the clinical use of PGHD. RESULTS The overarching technology issues mentioned by participants include lack of advanced functionalities such as real-time alerts for patients as well as complicated settings which can result in errors. In terms of PGHD coherence, different wearables have different data capture mechanisms for the same health condition that create different formats which result in difficult PGHD interpretation and comparison. Another technology issue that is relevant to the current ICT infrastructure of the health care settings is lack of possibility in real-time PGHD access by health care providers which reduce the value of PGHD use. Besides, health care providers addressed a challenge on where PGHD is stored and who truthfully owns the data that affect the feasibility of PGHD access. The human factors included a lack of digital health literacy among patients which shape both the patients’ motivation and their behaviors toward PGHD collection. For example, the gaps in data recording shown in the results indicate the wearable was not used for a time duration. Participants also identified the cost of devices as a barrier to the long-term engagement and use of wearables. CONCLUSIONS Using PGHD garnered from medical wearables is problematic in clinical contexts due to low-quality data influenced by technology and human factors. At present, no guidelines have been defined to assess PGHD quality. Hence, there is a need for new solutions to overcome the existing technology and human-related barriers to enhance PGHD quality.

Client characteristics and satisfaction with the quality of primary health-care services in Calabar, Nigeria

2020 ◽  
Vol 3 ◽  
pp. 1-8
Author(s):  
H. C. Okeke ◽  
P. Bassey ◽  
O. A. Oduwole ◽  
A. Adindu
Keyword(s):  
Health Care ◽  
Primary Health Care ◽  
Health Care Providers ◽  
Client Satisfaction ◽  
Demographic Characteristics ◽  
Care Providers ◽  
Client Characteristics ◽  
Study Objective ◽  
Primary Health

Different mix of clients visit primary health care (PHC) facilities, and the quality of services is critical even in rural communities. The study objective was to determine the relationship between socio-demographic characteristics and client satisfaction with the quality of PHC services in Calabar Municipality, Cross River State, Nigeria. Specifically to describe aspects of the health facilities that affect client satisfaction; determine the health-care providers’ attitude that influences client satisfaction; and determine the socio-demographic characteristics that influence client satisfaction with PHC services. A cross-sectional survey was adopted. Ten PHCs and 500 clients utilizing services in PHC centers in Calabar Municipality were randomly selected. Clients overall satisfaction with PHC services was high (80.8%). Divorced clients were less (75.0%) satisfied than the singles and the married counterparts (81%), respectively. Clients that were more literate as well as those with higher income were less satisfied, 68.0% and 50.0%, respectively, compared to the less educated and lower-income clients, 92.0% and 85.0% respectively. These differences in satisfaction were statistically significant (P = 0.001). Hence, it was shown that client characteristics such as income and literacy level show a significant negative relationship with the clients satisfaction with the quality of PHC services in Calabar Municipality.

Medical Informatics and the Quality of Health: New Approaches to Support Patient Care

2003 ◽  
Vol 42 (02) ◽  
pp. 185-189 ◽  
Author(s):  
R. Haux ◽  
C. Kulikowski ◽  
A. Bohne ◽  
R. Brandner ◽  
B. Brigl ◽  
...  
Keyword(s):  
Health Care ◽  
Medical Informatics ◽  
Health Care Providers ◽  
Medical Knowledge ◽  
Lessons Learned ◽  
Care Providers ◽  
Access To Health Services ◽  
Leading Role ◽  
Future Challenges

Summary Objectives: The Yearbook of Medical Informatics is published annually by the International Medical Informatics Association (IMIA) and contains a selection of excellent papers on medical informatics research which have been recently published (www.yearbook.uni-hd.de). The 2003 Yearbook of Medical Informatics took as its theme the role of medical informatics for the quality of health care. In this paper, we will discuss challenges for health care, and the lessons learned from editing IMIA Yearbook 2003. Results and Conclusions: Modern information processing methodology and information and communication technology have strongly influenced our societies and health care. As a consequence of this, medical informatics as a discipline has taken a leading role in the further development of health care. This involves developing information systems that enhance opportunities for global access to health services and medical knowledge. Informatics methodology and technology will facilitate high quality of care in aging societies, and will decrease the possibilities of health care errors. It will also enable the dissemination of the latest medical and health information on the web to consumers and health care providers alike. The selected papers of the IMIA Yearbook 2003 present clear examples and future challenges, and they highlight how various sub-disciplines of medical informatics can contribute to this.

scholarly journals What methods and challenges for taking account of context when transferring complex interventions?

2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
S Villadsen ◽  
S Dias
Keyword(s):  
Public Health ◽  
Health Care ◽  
Reproductive Health ◽  
Health Care Providers ◽  
Complex Interventions ◽  
Health Interventions ◽  
Care Providers ◽  
Public Health Interventions ◽  
Reproductive Health Care

Abstract For complex public health interventions to be effective their implementation needs to adapt to the situation of those implementing and those receiving the intervention. While context matter for intervention implementation and effect, we still insist on learning from cross-country comparison of implementation. Next methodological challenges include how to increase learning from implementation of complex public health interventions from various context. The interventions presented in this workshop all aims to improve quality of reproductive health care for immigrants, however with different focus: contraceptive care in Sweden, group based antenatal care in France, and management of pregnancy complications in Denmark. What does these interventions have in common and are there cross cutting themes that help us to identify the larger challenges of reproductive health care for immigrant women in Europe? Issues shared across the interventions relate to improved interactional dynamics between women and the health care system, and theory around a woman-centered approach and cultural competence of health care providers and systems might enlighten shared learnings across the different interventions and context. Could the mechanisms of change be understood using theoretical underpinnings that allow us to better generalize the finding across context? What adaption would for example be needed, if the Swedish contraceptive intervention should work in a different European setting? Should we distinguish between adaption of function and form, where the latter might be less important for intervention fidelity? These issues will shortly be introduced during this presentation using insights from the three intervention presentations and thereafter we will open up for discussion with the audience.

scholarly journals Patient Suffering in Chronic Digestive Diseases: Will Primary Care-Specialist Collaboration With Effective Interactive Communication and Integrative Medicine in the Plan of Care Improve Quality of Life?

2020 ◽  
Vol 7 (6) ◽  
pp. 989-993
Author(s):  
Andrew Thomas ◽  
Annie Thomas
Keyword(s):  
Quality Of Life ◽  
Primary Care ◽  
Health Care ◽  
Health Care Providers ◽  
The United States ◽  
Care Providers ◽  
Physician Visits ◽  
Digestive Diseases ◽  
Care Specialist

Acute and chronic digestive diseases are causing increased burden to patients and are increasing the United States health care spending. The purpose of this case report was to present how nonconfirmatory and conflicting diagnoses led to increased burden and suffering for a patient thus affecting quality of life. There were many physician visits and multiple tests performed on the patient. However, the primary care physician and specialists could not reach a confirmatory diagnosis. The treatment plans did not offer relief of symptoms, and the patient continues to experience digestive symptoms, enduring this burden for over 2 years. The central theme of this paper is to inform health care providers the importance of utilizing evidence-based primary care specialist collaboration models for better digestive disease outcomes. Consistent with patient’s experience, the authors propose to pilot/adopt the integrative health care approaches that are proven effective for treating digestive diseases.

Health Care Providers’ Perceptions of Quality of Childbirth and Its Associated Risks in Poland

2021 ◽  
Author(s):  
Barbara Baranowska ◽  
Piotr Szynkiewicz ◽  
Paulina Pawlicka ◽  
Dorota Sys ◽  
Maria Węgrzynowska ◽  
...  
Keyword(s):  
Health Care ◽  
Health Care Providers ◽  
Care Providers

Payment Accuracy in Value-Based Care Contracts

2021 ◽  
Vol 6 (3) ◽  
Author(s):  
Mackenzie A ◽  
◽  
Wang J ◽  
Teppema S ◽  
Duncan I ◽  
...  
Keyword(s):  
Health Care ◽  
Health Care Providers ◽  
Health Care Services ◽  
Care Providers ◽  
Model Risk ◽  
Care Services ◽  
Value Based Care ◽  
Stochastic Risk

Reimbursement for health care services is transferring more risk away from payers and toward health care providers in the form of Alternative Payment Models (APMs), also known as Value-Based Care (VBC) models. VBC models cover a wide variety of forms but all include guarantees by providers of services to improve quality of care and/or reduce cost. Types of risk include performance risk, contract design risk or stochastic risk (because of the random variation in health care services and costs). A form of contract risk that can be a significant driver of cost is model risk, defined as the probability that the savings calculated at contract reconciliation will deviate from the actual savings generated. To estimate the degree of risk we quantify the potential variance in outcomes in a naïve population prior to intervention and the components that could affect outcomes, using examples of maternity and type 2 diabetes. This analysis has implications for both participants in, and designers of value-based contracts.

Effectiveness of a Dispatcher-Assisted Cardiopulmonary Resuscitation Program Developed by the Thailand National Institute of Emergency Medicine (NIEMS)

2021 ◽  
pp. 1-6
Author(s):  
Chuenruthai Angkoontassaneeyarat ◽  
Chaiyaporn Yuksen ◽  
Chetsadakon Jenpanitpong ◽  
Pemika Rukthai ◽  
Marisa Seanpan ◽  
...  
Keyword(s):  
Health Care ◽  
Emergency Medicine ◽  
Cardiac Arrest ◽  
Cardiopulmonary Resuscitation ◽  
Health Care Providers ◽  
Care Providers ◽  
Chest Compressions ◽  
Threatening Condition ◽  
Life Threatening

Abstract Background: Out-of-hospital cardiac arrest (OHCA) is a life-threatening condition with an overall survival rate that generally does not exceed 10%. Several factors play essential roles in increasing survival among patients experiencing cardiac arrest outside the hospital. Previous studies have reported that implementing a dispatcher-assisted cardiopulmonary resuscitation (DA-CPR) program increases bystander CPR, quality of chest compressions, and patient survival. This study aimed to assess the effectiveness of a DA-CPR program developed by the Thailand National Institute for Emergency Medicine (NIEMS). Methods: This was an experimental study using a manikin model. The participants comprised both health care providers and non-health care providers aged 18 to 60 years. They were randomly assigned to either the DA-CPR group or the uninstructed CPR (U-CPR) group and performed chest compressions on a manikin model for two minutes. The sequentially numbered, opaque, sealed envelope method was used for randomization in blocks of four with a ratio of 1:1. Results: There were 100 participants in this study (49 in the DA-CPR group and 51 in the U-CPR group). Time to initiate chest compressions was statistically significantly longer in the DA-CPR group than in the U-CPR group (85.82 [SD = 32.54] seconds versus 23.94 [SD = 16.70] seconds; P <.001). However, the CPR instruction did not translate into better performance or quality of chest compressions for the overall sample or for health care or non-health care providers. Conclusion: Those in the CPR-trained group applied chest compressions (initiated CPR) more quickly than those who initiated CPR based upon dispatch-based CPR instructions.

scholarly journals Delirium and Antipsychotic Medications at Hospital Intake: Screening to Decrease Likelihood of Aggression in Inpatient Settings Among Unknown Patients With Dementia

2018 ◽  
Vol 34 (2) ◽  
pp. 118-123 ◽  
Author(s):  
Tracy Wharton ◽  
Daniel Paulson ◽  
Kimberly Burcher ◽  
Heather Lesch
Keyword(s):  
Risk Factors ◽  
Health Care ◽  
Quality Of Care ◽  
Health Care Providers ◽  
Antipsychotic Medication ◽  
Care Providers ◽  
Antipsychotic Medications ◽  
Inpatient Settings ◽  
Logistic Regressions

For individuals with dementia, disorientation and both external and internal stimuli may trigger behaviors that are difficult to manage or dangerous to health-care providers. Identification of correlational risk factors to aggressive behavior in patients who are unknown to the hospital can allow providers to adapt patient care quickly. Records for patients aged 60+ who spent at least 24 hours at the hospital other than in the psychiatric unit were used (N = 14 080). The first 4000 records and every 10th person who met criteria (N = 5008) were searched for documentation of dementia (n = 505). Logistic regressions and χ2 tests were used to examine relationships between variables. Recognition of delirium ( P = .014, Exp(B) = 2.53), coupled with an existing prescription for antipsychotic medication at intake ( P < .001, Exp(B) < 4.37), may be a reliable means of screening for risk and intervening at the earliest possible contact, improving quality of care and safety in acute care for individuals with dementia.

scholarly journals A comparison of women’s expectations of labour and birth with the experiences in primiparas and multiparas with normal vaginal delivery

2016 ◽  
Vol 4 (1) ◽  
pp. 16-25 ◽  
Author(s):  
Manijeh Pirdil ◽  
Leila Pirdel
Keyword(s):  
Health Care ◽  
Vaginal Delivery ◽  
Health Care Providers ◽  
Normal Vaginal Delivery ◽  
Care Providers ◽  
Medical College ◽  
Childbirth Experience ◽  
Significant Difference ◽  
Negative Expectations

Background: Maternal childbirth expectations play an important role in determining a woman’s response to her childbirth experience. Women need to be helped to develop realistic and positive expectations and identify the factors that influence these expectations.Objective: The aim of this study was to compare woman’s expectations and experiences of childbirth.Methods: This descriptive-comparative study was carried out in Tabriz Alzahra Hospital from 2006 to 2007. For this purpose, a total of 600 primiparas and multiparas women who were candidates for vaginal delivery, were randomly selected and interviewed. The data were collected by questionnaire.Results: Comparison of the means of mothers expectation and experience of labor and birth between the two groups demonstrated a statistically significant difference (p<0.05). The findings indicated a number of differences exist between primiparas and multiparas women in relation to expectations and experiences of birth when compare two groups. The majority of women had negative expectations and experiences of childbirth.Conclusion: The evaluation and understanding of birth expectations and experiences as positive and negative is priority of maternity system. Antenatal educators need to ensure that pregnant women are appropriately prepared for what might actually happen to limit this expectation-experience gap. Health-care providers should improve the quality of antenatal care which can change negative childbirth expectations and experiences of womenJournal of Kathmandu Medical College, Vol. 4(1) 2015, 16-25

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