Public attitudes towards COVID-19 and data sharing: A survey-based study to understand the security and privacy concerns over the use of identifiable health data in light of COVID-19 (Preprint)

2021 ◽  
Author(s):  
Charlotte Summers ◽  
Frances Griffiths ◽  
Jonathan Cave ◽  
Arjun Panesar

BACKGROUND The COVID-19 pandemic stimulated the availability and use of population and individual health data to optimise tracking and analysis of the spread of the virus. Many health care services have had to rapidly digitalise in order to maintain the continuity of care provision. Data collection and dissemination have provided critical support to defence against the spread of the virus since the beginning of the pandemic; however, little is known about public perceptions of and attitudes towards the use, privacy and security of data. OBJECTIVE The goal of this study is to better understand people’s willingness to share data in the context of COVID-19. METHODS A web-based survey was conducted, looking at individuals’ use of and attitudes toward health data for those 18 years and older, and in particular, those with a reported diagnosis of a chronic health condition placing them most ‘at risk’ of severe COVID-19. RESULTS In total, 4,764 individuals responded to this web-based survey. 4,674 (98.1%) reported a medical diagnosis of at least 1 health condition (average 4 per person), with type 2 diabetes (2,974, 62.7%), hypertension (2,147, 45.2%) and type 1 diabetes (1,299, 27.4%) being most prominent in our sample. In general, more people are comfortable with sharing anonymised data than personally identifiable data. People reported feeling comfortable sharing data that were able to benefit others; 66% (3,121 respondents) would share personal identifiable data if its primary purpose was deemed beneficial for the health of others. Almost two-thirds (3,026; 63.9%) would consent to sharing personal, sensitive health data with government or health authority organisations. Conversely, over a quarter of respondents (1,297, 27.8%) stated they did not trust any organisation to protect their data and 54% (2,528) reported concerns about the implications of sharing personal information. Almost two-thirds (3,054, 65%) of respondents were concerned around the provisions of appropriate legislation that seeks to prevent data misuse and hold organisations accountable in the case of data misuse. CONCLUSIONS Although our survey focused mainly on the views of those living with chronic health conditions, the results indicate that data sensitivity is highly contextual. More people are comfortable with sharing anonymised data than personally identifiable data. Willingness to share data also depended on the receiving body, highlighting trust as a key theme, in particular who may have access to shared personal health data and how they may be used in the future. This in turn suggests that anonymisation’s disadvantages (in terms of confirming data and correlating shared with other data) might be offset by better (wider, deeper, more accurate) sampling leading to greater validity of results. Further evidence comes from the interaction (or correlation) between these attitudinal responses and other characteristics, meaning that non-anonymised collection might lead to biased results. The nascency of legal guidance in this area suggests a need for humanitarian guidelines for data responsibility during disaster relief operations such as pandemics, and for involving the public in their development. CLINICALTRIAL Ethics approval was obtained from the Human Research Ethics Committee (HREC) of the University of Warwick (BSREC 144/19-20).

2020 ◽  
pp. 1-26
Author(s):  
V. White ◽  
J. Linardon ◽  
J. E. Stone ◽  
E. Holmes-Truscott ◽  
L. Olive ◽  
...  

Abstract Background Over the past 15 years, there has been substantial growth in web-based psychological interventions. We summarize evidence regarding the efficacy of web-based self-directed psychological interventions on depressive, anxiety and distress symptoms in people living with a chronic health condition. Method We searched Medline, PsycINFO, CINAHL, EMBASE databases and Cochrane Database from 1990 to 1 May 2019. English language papers of randomized controlled trials (usual care or waitlist control) of web-based psychological interventions with a primary or secondary aim to reduce anxiety, depression or distress in adults with a chronic health condition were eligible. Results were assessed using narrative synthases and random-effects meta-analyses. Results In total 70 eligible studies across 17 health conditions [most commonly: cancer (k = 20), chronic pain (k = 9), arthritis (k = 6) and multiple sclerosis (k = 5), diabetes (k = 4), fibromyalgia (k = 4)] were identified. Interventions were based on CBT principles in 46 (66%) studies and 42 (60%) included a facilitator. When combining all chronic health conditions, web-based interventions were more efficacious than control conditions in reducing symptoms of depression g = 0.30 (95% CI 0.22–0.39), anxiety g = 0.19 (95% CI 0.12–0.27), and distress g = 0.36 (95% CI 0.23–0.49). Conclusion Evidence regarding effectiveness for specific chronic health conditions was inconsistent. While self-guided online psychological interventions may help to reduce symptoms of anxiety, depression and distress in people with chronic health conditions in general, it is unclear if these interventions are effective for specific health conditions. More high-quality evidence is needed before definite conclusions can be made.


Author(s):  
Amani F. Hamad ◽  
Shantanu Banerji ◽  
Pingzhao Hu ◽  
Mohammad Jafari Jozani ◽  
Elizabeth Wall-Wieler ◽  
...  

IntroductionAdministrative health data capture diagnoses using the International Classification of Diseases (ICD), which has multiple versions over time. To facilitate longitudinal investigations using these data, we aimed to map diagnoses identified in three ICD versions – ICD-8 with adaptations (ICDA-8), ICD-9 with clinical modifications (ICD-9-CM), and ICD-10 with Canadian adaptations (ICD-10-CA) – to mutually exclusive chronic health condition categories adapted from the open source Clinical Classifications Software (CCS). MethodsWe adapted the CCS crosswalk to 3-digit ICD-9-CM codes for chronic conditions and resolved the one-to-many mappings in ICD-9-CM codes. Using this adapted CCS crosswalk as the reference and referring to existing crosswalks between ICD versions, we extended the mapping to ICDA-8 and ICD-10-CA. Each mapping step was conducted independently by two reviewers and discrepancies were resolved by consensus through deliberation and reference to prior research. We report the frequencies, agreement percentages and 95% confidence intervals (CI) from each step. ResultsWe identified 354 3-digit ICD-9-CM codes for chronic conditions. Of those, 77 (22%) codes had one-to-many mappings; 36 (10%) codes were mapped to a single CCS category and 41 (12%) codes were mapped to combined CCS categories. In total, the codes were mapped to 130 adapted CCS categories with an agreement percentage of 92% (95% CI: 86%–98%). Then, 321 3-digit ICDA-8 codes were mapped to CCS categories with an agreement percentage of 92% (95% CI: 89%–95%). Finally, 3583 ICD-10-CA codes were mapped to CCS categories; 111 (3%) had a fair or poor mapping quality; these were reviewed to keep or move to another category (agreement percentage=77% [95% CI: 69%–85%]). ConclusionsWe developed crosswalks for three ICD versions (ICDA-8, ICD-9-CM, and ICD-10-CA) to 130 clinically meaningful categories of chronic health conditions by adapting the CCS classification. These crosswalks will benefit chronic disease studies spanning multiple decades of administrative health data.


2021 ◽  
Vol 2 ◽  
Author(s):  
Linda Nguyen ◽  
Hanae Davis ◽  
Samantha Bellefeuille ◽  
Jessica Havens ◽  
Susan M. Jack ◽  
...  

Background: As children and adolescents with a chronic health condition (CHC) age and transition to adulthood, many will increasingly assume responsibilities for the management of their healthcare. For individuals with CHCs, family members including siblings often provide significant and varied supports. There are a range of resources in Canada to support siblings of individuals with a CHC, but these resources are not synthesized and the extent to which they relate to healthcare management remains unclear.Purpose: The purpose of this document review was to identify, describe, and synthesize the types of resources currently available to provide general information and healthcare management information about how siblings can provide support to individuals with CHCs in Canada.Methods: Print and electronic resources were systematically identified and retrieved from the websites of organizations, treatment centers, and children's hospitals that are part of Children's Healthcare Canada. Each unique resource was treated as a text document. Documents that met the following inclusion criteria were included: addressed the topic of siblings of individuals with a CHC and written in English. Data were extracted from included documents and qualitative conventional content analysis was conducted. Throughout the process of this review, we partnered with a Sibling Youth Advisory Council.Results: The systematic search yielded 1,628 non-duplicate documents, of which 163 documents met the inclusion criteria. Of the total of 163 documents, they were delivered in the following formats: 17 (10%) general informational products (e.g., booklets, videos) about a CHC and sibling relationships, 39 about support programs and workshops (24%), 34 news articles (21%) that described the roles of siblings, and 6 (3%) healthcare management informational products (e.g., toolkit, tipsheets), 31 blogs (19%) and 39 interviews (24%) with parents and siblings. In the blogs and interviews, siblings and parents described how siblings developed knowledge and skills for healthcare management, as well as their role and identity over time.Significance: This study identified that there are limited resources available about healthcare management for siblings of CHC in Canada. Resources are needed to facilitate conversations in the family about the role of siblings with healthcare management of their sibling with a CHC.


2015 ◽  
Vol 25 (5) ◽  
pp. 462-474 ◽  
Author(s):  
M. A. Ferro

Background.Despite the considerable physical, emotional and social change that occurs during emerging adulthood, there is little research that examines the association between having a chronic health condition and mental disorder during this developmental period. The aims of this study were to examine the sex-specific prevalence of lifetime mental disorder in an epidemiological sample of emerging adults aged 15–30 years with and without chronic health conditions; quantify the association between chronic health conditions and mental disorder, adjusting for sociodemographic and health factors; and, examine potential moderating and mediating effects of sex, level of disability and pain.Method.Data come from the Canadian Community Health Survey-Mental Health. Respondents were 15–30 years of age (n = 5947) and self-reported whether they had a chronic health condition. Chronic health conditions were classified as: respiratory, musculoskeletal/connective tissue, cardiovascular, neurological and endocrine/digestive. The World Health Organization Composite International Diagnostic Interview 3.0 was used to assess the presence of mental disorder (major depressive disorder, suicidal behaviour, bipolar disorder and generalised anxiety disorder).Results.Lifetime prevalence of mental disorder was significantly higher for individuals with chronic health conditions compared with healthy controls. Substantial heterogeneity in the prevalence of mental disorder was found in males, but not in females. Logistic regression models adjusting for several sociodemographic and health factors showed that the individuals with chronic health conditions were at elevated risk for mental disorder. There was no evidence that the level of disability or pain moderated the associations between chronic health conditions and mental disorder. Sex was found to moderate the association between musculoskeletal/connective tissue conditions and bipolar disorder (β = 1.71, p = 0.002). Exploratory analyses suggest that the levels of disability and pain mediate the association between chronic health conditions and mental disorder.Conclusions.Physical and mental comorbidity is prevalent among emerging adults and this relationship is not augmented, but may be mediated, by the level of disability or pain. Findings point to the integration and coordination of public sectors – health, education and social services – to facilitate the prevention and reduction of mental disorder among emerging adults with chronic health conditions.


PEDIATRICS ◽  
2000 ◽  
Vol 105 (Supplement_2) ◽  
pp. 277-285
Author(s):  
Ellen C. Perrin ◽  
Corinne Lewkowicz ◽  
Martin H. Young

Objective. These analyses were undertaken to investigate the number and types of services and assistance believed to be useful to children with a chronic health condition and their families. The perspective of mothers, fathers, and primary care physicians were sought separately and compared. Methods. Families that include at least 1 child with a chronic health condition were selected from pediatric practices in Central Massachusetts. All 3 respondents completed a questionnaire describing their own perspective of current needs and of the severity of the child's condition. The 3 perspectives are compared statistically and areas of agreement/disagreement are described. Results. Mothers, fathers, and physicians described children's and families' needs with a surprising degree of concordance. On the other hand, pediatricians identified fewer needs, despite rating the severity of children's illnesses as greater than did parents. Mothers and fathers agreed substantially about the level of severity of their child's condition and about their unmet needs. Conclusions. It is important that pediatric practice systems include effective mechanisms to assess parents' opinions regarding the unmet needs of their child/family in the face of a child with a chronic health condition. Without input from families, pediatricians are aware of only some of the needs that parents identify. Pediatrics 2000;105:277–285;children, chronic health condition.


Researchers and healthcare policy analysts have called for systemic change in healthcare systems, because those systems typically do not incorporate long-term planning of chronic health condition care. There is an international movement to create comprehensive, integrated healthcare models that can better assist individuals who have chronic health conditions. This chapter includes a discussion of the definition of self-management support (SMS) and how it is different from self-management, a description of the typical components of SMS interventions, how SMS is different than disease management programs, and some examples of SMS programs. This chapter also covers several systemic models of self-management, including the Chronic Care Model and the Innovative Care for the Chronic Conditions Framework. It ends with brief sections on the economic reasons to promote SMS and integrated healthcare and on the future of self-management.


2005 ◽  
Vol 18 (1-2) ◽  
pp. 46-56 ◽  
Author(s):  
Debra Creedy ◽  
Dianne Collis ◽  
Tracey Ludlow ◽  
Shelli Cosgrove ◽  
Kym Houston ◽  
...  

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