scholarly journals Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study

10.2196/14126 ◽  
2019 ◽  
Vol 21 (8) ◽  
pp. e14126 ◽  
Author(s):  
Ho Heon Kim ◽  
Bora Kim ◽  
Segyeong Joo ◽  
Soo-Yong Shin ◽  
Hyo Soung Cha ◽  
...  

Background There has been significant effort in attempting to use health care data. However, laws that protect patients’ privacy have restricted data use because health care data contain sensitive information. Thus, discussions on privacy laws now focus on the active use of health care data beyond protection. However, current literature does not clarify the obstacles that make data usage and deidentification processes difficult or elaborate on users’ needs for data linking from practical perspectives. Objective The objective of this study is to investigate (1) the current status of data use in each medical area, (2) institutional efforts and difficulties in deidentification processes, and (3) users’ data linking needs. Methods We conducted a cross-sectional online survey. To recruit people who have used health care data, we publicized the promotion campaign and sent official documents to an academic society encouraging participation in the online survey. Results In total, 128 participants responded to the online survey; 10 participants were excluded for either inconsistent responses or lack of demand for health care data. Finally, 118 participants’ responses were analyzed. The majority of participants worked in general hospitals or universities (62/118, 52.5% and 51/118, 43.2%, respectively, multiple-choice answers). More than half of participants responded that they have a need for clinical data (82/118, 69.5%) and public data (76/118, 64.4%). Furthermore, 85.6% (101/118) of respondents conducted deidentification measures when using data, and they considered rigid social culture as an obstacle for deidentification (28/101, 27.7%). In addition, they required data linking (98/118, 83.1%), and they noted deregulation and data standardization to allow access to health care data linking (33/98, 33.7% and 38/98, 38.8%, respectively). There were no significant differences in the proportion of responded data needs and linking in groups that used health care data for either public purposes or commercial purposes. Conclusions This study provides a cross-sectional view from a practical, user-oriented perspective on the kinds of data users want to utilize, efforts and difficulties in deidentification processes, and the needs for data linking. Most users want to use clinical and public data, and most participants conduct deidentification processes and express a desire to conduct data linking. Our study confirmed that they noted regulation as a primary obstacle whether their purpose is commercial or public. A legal system based on both data utilization and data protection needs is required.

2019 ◽  
Author(s):  
Ho Heon Kim ◽  
Bora Kim ◽  
Segyeong Joo ◽  
Soo-Yong Shin ◽  
Hyo Soung Cha ◽  
...  

BACKGROUND There has been significant effort in attempting to use health care data. However, laws that protect patients’ privacy have restricted data use because health care data contain sensitive information. Thus, discussions on privacy laws now focus on the active use of health care data beyond protection. However, current literature does not clarify the obstacles that make data usage and deidentification processes difficult or elaborate on users’ needs for data linking from practical perspectives. OBJECTIVE The objective of this study is to investigate (1) the current status of data use in each medical area, (2) institutional efforts and difficulties in deidentification processes, and (3) users’ data linking needs. METHODS We conducted a cross-sectional online survey. To recruit people who have used health care data, we publicized the promotion campaign and sent official documents to an academic society encouraging participation in the online survey. RESULTS In total, 128 participants responded to the online survey; 10 participants were excluded for either inconsistent responses or lack of demand for health care data. Finally, 118 participants’ responses were analyzed. The majority of participants worked in general hospitals or universities (62/118, 52.5% and 51/118, 43.2%, respectively, multiple-choice answers). More than half of participants responded that they have a need for clinical data (82/118, 69.5%) and public data (76/118, 64.4%). Furthermore, 85.6% (101/118) of respondents conducted deidentification measures when using data, and they considered rigid social culture as an obstacle for deidentification (28/101, 27.7%). In addition, they required data linking (98/118, 83.1%), and they noted deregulation and data standardization to allow access to health care data linking (33/98, 33.7% and 38/98, 38.8%, respectively). There were no significant differences in the proportion of responded data needs and linking in groups that used health care data for either public purposes or commercial purposes. CONCLUSIONS This study provides a cross-sectional view from a practical, user-oriented perspective on the kinds of data users want to utilize, efforts and difficulties in deidentification processes, and the needs for data linking. Most users want to use clinical and public data, and most participants conduct deidentification processes and express a desire to conduct data linking. Our study confirmed that they noted regulation as a primary obstacle whether their purpose is commercial or public. A legal system based on both data utilization and data protection needs is required.


2019 ◽  
Vol 21 (1) ◽  
pp. 12-20
Author(s):  
Teresa Thomas ◽  
Grant Martsolf ◽  
Kathryn Puskar

Preparing nursing students to engage in health policy is critical to ensuring the nursing workforce can influence the structure and financing of health care. The purpose of this study was to assess nursing students’ perceptions of their competencies, previous experiences, levels of interest, and values concerning health policy. Between September and November 2018, we conducted a cross-sectional online survey study among baccalaureate, masters, and Doctor of Nursing Practice students at a midwestern U.S. nursing school. Students ( N =  89) reported moderate levels of health policy competence while recognizing the value of health policy. Students reported high levels of involvement in some health policy activities (e.g., voting, belonging to student organizations, and following nursing and health care issues) and low levels of other activities (e.g., tracking policies and elections, meeting with officials, and participation and leadership in organizations). These findings provide insight into how nursing educators and administrators can capitalize on students’ experiences and interests to better prepare nurses in health policy.


2020 ◽  
Vol 110 (5) ◽  
Author(s):  
Samantha A. Miner ◽  
Tracey C. Vlahovic

Background Medical students (MSs) in allopathic and osteopathic medical programs may not be adequately exposed to the role of podiatric physicians and surgeons in health care. We explored perceptions of the specialty field of podiatric medicine from the perspective of MSs in the Philadelphia, Pennsylvania, area. Methods In this cross-sectional survey study, responses regarding podiatric education and scope of practice were collected via a 16-question, self-reported, anonymous online survey distributed to MSs at one osteopathic and three allopathic medical schools in the Philadelphia area. Inferences and conclusions were drawn from the percentages of respondents. Statistical analyses for school of attendance, year of study, and physician relative subgroups were performed. Results The 129 survey responses obtained revealed misunderstandings regarding podiatric education and training. Only 45.7% correctly answered that podiatric medical students do not take the United States Medical Licensing Examination. The results also showed the perception of podiatry in a positive light, with approximately 80% of respondents agreeing that the term doctor is applicable when referring to a podiatrist. Respondents with a physician relative were more likely to rate podiatry's role in health care higher on a scale from 0 (inessential) to 5 (equivalent to MDs/DOs) than those without a physician relative. Conclusions The results of this preliminary survey were generally positive and optimistic while also identifying some misconceptions regarding MS perceptions of podiatric medical training and scope of practice. Further studies are needed to evaluate perceptions of podiatry from the perspective of other members of the health-care team to improve interprofessional relations and understanding.


2020 ◽  
Author(s):  
Khanh Ngoc Cong Duong ◽  
Tien Nguyen Le Bao ◽  
Phuong Thi Lan Nguyen ◽  
Thanh Vo Van ◽  
Toi Phung Lam ◽  
...  

BACKGROUND The first nationwide lockdown due to the COVID-19 pandemic was implemented in Vietnam from April 1 to 15, 2020. Nevertheless, there has been limited information on the impact of COVID-19 on the psychological health of the public. OBJECTIVE This study aimed to estimate the prevalence of psychological issues and identify the factors associated with the psychological impact of COVID-19 during the first nationwide lockdown among the general population in Vietnam. METHODS We employed a cross-sectional study design with convenience sampling. A self-administered, online survey was used to collect data and assess psychological distress, depression, anxiety, and stress of participants from April 10 to 15, 2020. The Impact of Event Scale-Revised (IES-R) and the Depression, Anxiety, and Stress Scale-21 (DASS-21) were utilized to assess psychological distress, depression, anxiety, and stress of participants during social distancing due to COVID-19. Associations across factors were explored using regression analysis. RESULTS A total of 1385 respondents completed the survey. Of this, 35.9% (n=497) experienced psychological distress, as well as depression (n=325, 23.5%), anxiety (n=195, 14.1%), and stress (n=309, 22.3%). Respondents who evaluated their physical health as average had a higher IES-R score (beta coefficient [B]=9.16, 95% CI 6.43 to 11.89), as well as higher depression (B=5.85, 95% CI 4.49 to 7.21), anxiety (B=3.64, 95% CI 2.64 to 4.63), and stress (B=5.19, 95% CI 3.83 to 6.56) scores for DASS-21 than those who rated their health as good or very good. Those who self-reported their health as bad or very bad experienced more severe depression (B=9.57, 95% CI 4.54 to 14.59), anxiety (B=7.24, 95% CI 3.55 to 10.9), and stress (B=10.60, 95% CI 5.56 to 15.65). Unemployment was more likely to be associated with depression (B=3.34, 95% CI 1.68 to 5.01) and stress (B=2.34, 95% CI 0.84 to 3.85). Regarding worries about COVID-19, more than half (n=755, 54.5%) expressed concern for their children aged <18 years, which increased their IES-R score (B=7.81, 95% CI 4.98 to 10.64) and DASS-21 stress score (B=1.75, 95% CI 0.27 to 3.24). The majority of respondents (n=1335, 96.4%) were confident about their doctor’s expertise in terms of COVID-19 diagnosis and treatment, which was positively associated with less distress caused by the outbreak (B=–7.84, 95% CI –14.58 to –1.11). CONCLUSIONS The findings highlight the effect of COVID-19 on mental health during the nationwide lockdown among the general population in Vietnam. The study provides useful evidence for policy decision makers to develop and implement interventions to mitigate these impacts. CLINICALTRIAL


2021 ◽  
Vol 8 ◽  
pp. 237437352110076
Author(s):  
Hyllore Imeri ◽  
Erin Holmes ◽  
Shane Desselle ◽  
Meagen Rosenthal ◽  
Marie Barnard

Chronic conditions (CCs) management during the COVID-19 pandemic and the impact of the pandemic on patient activation (PA) and health locus of control (HLOC) remain unknown. This cross-sectional online survey study examined the role of COVID-19 pandemic-related worry or fear in PA and HLOC among patients with CCs. Individuals with CCs (n = 300) were recruited through MTurk Amazon. The questionnaire included sociodemographic questions, the Patient Activation Measure, and the Multidimensional Health Locus of Control–Form B. Out of the 300 participants, 9.7% were diagnosed with COVID-19, and 7.3% were hospitalized. Patients with cancer, chronic kidney disease, chronic obstructive pulmonary disease, drug abuse/substance abuse, and stroke reported significant difficulties in managing their CCs due to worry or fear because of COVID-19. More than half of the sample (45.7%) reported COVID-19-related worry or fear about managing their CCs, and these patients had lower PA and lower external HLOC compared to patients not affected by COVID-19-related worry or fear. Health professionals should provide more support for patients facing difficulties in managing their CCs during the COVID-19 pandemic.


2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
A Callegaro ◽  
L Chinenye Ilogu ◽  
O Lugovska ◽  
S Mazzilli ◽  
A Prugnola ◽  
...  

Abstract Background Immunisation programs are still facing substantial challenges in achieving target coverage rates. This has been attributed to the growing negative individual vaccination attitudes and behaviours. Most of the current studies assessing vaccination knowledge, attitude and beliefs targets adults. However, young people represent future parents and health care professionals. The objective of this study was to investigate vaccination knowledge attitudes and behaviours among university medical and non-medical students in Europe. Methods We performed a cross-sectional online survey between April and July 2018. The study participants were students attending different faculties at the University of Antwerp, Belgium and the University of Pisa, Italy. We described sample characteristics. The effect of risk factors was tested with univariate and multivariate logistic regressions. Results A total of 2079 participants completed the survey including 873 medical students and 1206 from other faculties. The average of vaccination knowledge, attitudes, and confidence was respectively 5.51 (SD: 1.41), 4.66 (SD: 0.14) and 5.28 (SD: 0.57) on the 6-points scale. Our respondents demonstrated a high level of awareness with respect to their vaccination history. In total, 67.7% (n = 1407) reported to have received at least one vaccine in the previous five years; only 6.0% (n = 35) did not receive any vaccine in the previous 10 years. According to logistic regression analysis Italian students had significantly higher knowledge, attitude and confidence scores than Belgium respondents. Students of medicine scored significantly higher compared to non-medical students. Conclusions In order to reduce the gaps in vaccinations knowledge between non-medical and medical students we should plan educational interventions. In this way the number of future sceptical parents could be decreased. Further studies are required to explain the differences between countries. Key messages Young adults are the parents and the health care professionals of the future, for this reason their vaccination knowledge attitudes and behaviours should be carefully monitored. European non-medical students have lower vaccinations knowledge, attitudes and confidence compared with medical student. In order to fill these gaps, we should plan educational interventions.


2016 ◽  
Vol 75 (4) ◽  
pp. 311-336 ◽  
Author(s):  
Andrew B. Lumb ◽  
Myriam Beaudry ◽  
Celine Blanchard

No research drawing from Self-Determination Theory has investigated the bereavement experience of individuals or how motivation can help facilitate posttraumatic growth (PTG) following the death of a loved one. In two cross-sectional studies, university students completed an online survey. Study 1 investigated the contribution of global autonomous and controlled motivation in statistically predicting PTG above and beyond previously researched correlates. Study 2 explored the mediating role of cognitive appraisals and coping in explaining the relationship between global motivation orientations and PTG. Results indicated that in comparison to controlled motivation, autonomous motivation was positively related PTG, even after controlling for previously researched correlates. Mediation results indicated an indirect effect of global autonomous motivation on PTG through task-oriented coping. Collectively, these findings suggest the importance of incorporating motivation into models of PTG. Clinical implications of these findings are also discussed.


2021 ◽  
Author(s):  
Min Yi Sum ◽  
Sherry Kit Wa Chan ◽  
Gloria Hoi Yan Wong

BACKGROUND Adolescence and young adulthood is a period of heightened risk of mental disorders onset. The Covid-19 pandemic may have impacted the daily lives and learning of students, exposing them to risks of emotional distress. Understanding factors associated with individual differences in distress can inform remedial strategies for schools. OBJECTIVE To investigate the impact of Covid-19 on undergraduate students’ lifestyle and learning, and explore relationship between depressive symptoms, resilience, and optimism/pessimism bias in undergraduate students in Hong Kong. METHODS Cross-sectional online survey of undergraduate students in a university (n=1020) before and during the third wave of Covid-19 outbreak in Hong Kong between May and August 2020. Changes in habits and family conflicts, depressive symptoms (measured using Patient Health Questionnaire-9), resilience (measured using Connor-Davidson Resilience Scale), optimism/pessimism towards Covid-19 risks, and knowledge about Covid-19 were recorded. Multivariable linear regression and mediation analyses were used to explore relationships with depressive symptoms. RESULTS 61.7% of respondents have mild to severe depressive symptoms. The regression model found that 18.5% of the variance in depressive symptoms was explained by resilience, pessimism bias, changes in sleep, decrease in study at home, and increase in family conflict. Mediation analysis showed that resilience is indirectly related to depressive symptoms through its relationship with pessimism (ab = -0.042, CI = -0.057 to -0.013). Higher resilience was associated with lower depressive symptoms even after accounting for resilience’s indirect effect through pessimism (c’ = 0.311, P < .001). CONCLUSIONS The findings highlight the mental health vulnerability of undergraduate students. Measures to reduce family conflict, maintain healthy daily habits, adjust optimism/pessimism bias, and enhance resilience may be useful for improving the mental wellbeing of undergraduate students during the pandemic.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ibraheem Khaled Abu Siam ◽  
María Rubio Gómez

Purpose Access to health-care services for refugees are always impacted by many factors and strongly associated with population profile, nature of crisis and capacities of hosing countries. Throughout refugee’s crisis, the Jordanian Government has adopted several healthcare access policies to meet the health needs of Syrian refugees while maintaining the stability of the health-care system. The adopted health-care provision policies ranged from enabling to restricting and from affordable to unaffordable. The purpose of this paper is to identify the influence of restricted level of access to essential health services among Syrian refugees in Jordan. Design/methodology/approach This paper used findings of a cross-sectional surveys conducted over urban Syrian refugees in Jordan in 2017 and 2018 over two different health-care access policies. The first were inclusive and affordable, whereas the other considered very restricting policy owing to high inflation in health-care cost. Access indicators from four main thematic areas were selected including maternal health, family planning, child health and monthly access of household. A comparison between both years’ access indicators was conducted to understand access barriers and its impact. Findings The comparison between findings of both surveys shows a sudden shift in health-care access and utilization behaviors with increased barriers level thus increased health vulnerabilities. Additionally, the finding during implementation of restricted access policy proves the tendency among some refugees groups to adopt negative adaptation strategies to reduce health-care cost. The participants shifted to use a fragmented health-care, reduced or delayed care seeking and use drugs irrationally weather by self-medication or reduce drug intake. Originality/value Understanding access barriers to health services and its negative short-term and long-term impact on refugees’ health status as well as the extended risks to the host communities will help states that hosting refugees building rational access policy to protect whole community and save public health gains during and post crisis. Additionally, it will support donors to better mobilize resources according to the needs while the humanitarian actors and service providers will better contribute to the public health stability during refugee’s crisis.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Asphat Muposhi ◽  
Brighton Nyagadza ◽  
Chengedzai Mafini

PurposeFashion designers in South Africa remain ambivalent in embracing sustainable fashion. This study examines the role of neutralisation techniques on attitude towards sustainable fashion. The study was conducted in South Africa, an emerging market known for water scarcity and pollution emanating from the textile industry.Design/methodology/approachA structured questionnaire was used to collect cross-sectional data from a sample of 590 fashion designers using a web-based online survey. Study constructs were drawn from the neutralisation theory and theory of planned behaviour.FindingsStandard multiple regression analysis results identified denial of injury, appeal to higher loyalties and external locus of control as the major rationalisation techniques influencing South African designers' negative attitudes towards sustainable fashion.Research limitations/implicationsResearch was conducted in South Africa where the concept of sustainable fashion is still at developmental stages. The generalisation of the study findings may be enhanced by extending the study to other markets with a fully developed market for sustainable fashion.Practical implicationsThe study results underscore the necessity of reducing social, structural and institutional barriers associated with the adoption of sustainable fashion. This study provides input towards efforts to develop attitude change strategies to stimulate designers to embrace sustainable fashion.Originality/valueThe research study contributes to theory, practice and future research.


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