The Impact of Big Data on Chronic Disease Management

2018 ◽  
Vol 37 (1) ◽  
pp. 90-98 ◽  
Author(s):  
Niharika Bhardwaj ◽  
Bezawit Wodajo ◽  
Anthony Spano ◽  
Symaron Neal ◽  
Alberto Coustasse
Keyword(s):  
Big Data ◽  
Chronic Disease ◽  
Disease Management ◽  
Chronic Disease Management ◽  
The Impact

scholarly journals Incorporating Behavioral Trigger Messages Into a Mobile Health App for Chronic Disease Management: Randomized Clinical Feasibility Trial in Diabetes

10.2196/15927 ◽  
2020 ◽  
Vol 8 (3) ◽  
pp. e15927
Author(s):  
Scott Sittig ◽  
Jing Wang ◽  
Sriram Iyengar ◽  
Sahiti Myneni ◽  
Amy Franklin
Keyword(s):  
Chronic Disease ◽  
Disease Management ◽  
Mobile Health ◽  
Self Efficacy ◽  
Chronic Disease Management ◽  
Text Messages ◽  
Feasibility Trial ◽  
Significant Difference ◽  
Within Subjects ◽  
The Impact

Background Although there is a rise in the use of mobile health (mHealth) tools to support chronic disease management, evidence derived from theory-driven design is lacking. Objective The objective of this study was to determine the impact of an mHealth app that incorporated theory-driven trigger messages. These messages took different forms following the Fogg behavior model (FBM) and targeted self-efficacy, knowledge, and self-care. We assess the feasibility of our app in modifying these behaviors in a pilot study involving individuals with diabetes. Methods The pilot randomized unblinded study comprised two cohorts recruited as employees from within a health care system. In total, 20 patients with type 2 diabetes were recruited for the study and a within-subjects design was utilized. Each participant interacted with an app called capABILITY. capABILITY and its affiliated trigger (text) messages integrate components from social cognitive theory (SCT), FBM, and persuasive technology into the interactive health communications framework. In this within-subjects design, participants interacted with the capABILITY app and received (or did not receive) text messages in alternative blocks. The capABILITY app alone was the control condition along with trigger messages including spark and facilitator messages. A repeated-measures analysis of variance (ANOVA) was used to compare adherence with behavioral measures and engagement with the mobile app across conditions. A paired sample t test was utilized on each health outcome to determine changes related to capABILITY intervention, as well as participants’ classified usage of capABILITY. Results Pre- and postintervention results indicated statistical significance on 3 of the 7 health survey measures (general diet: P=.03; exercise: P=.005; and blood glucose: P=.02). When only analyzing the high and midusers (n=14) of capABILITY, we found a statistically significant difference in both self-efficacy (P=.008) and exercise (P=.01). Although the ANOVA did not reveal any statistically significant differences across groups, there is a trend among spark conditions to respond more quickly (ie, shorter log-in lag) following the receipt of the message. Conclusions Our theory-driven mHealth app appears to be a feasible means of improving self-efficacy and health-related behaviors. Although our sample size is too small to draw conclusions about the differential impact of specific forms of trigger messages, our findings suggest that spark triggers may have the ability to cue engagement in mobile tools. This was demonstrated with the increased use of capABILITY at the beginning and conclusion of the study depending on spark timing. Our results suggest that theory-driven personalization of mobile tools is a viable form of intervention. Trial Registration ClinicalTrials.gov NCT04132089; http://clinicaltrials.gov/ct2/show/NCT004122089

scholarly journals Impact of COVID-19 on chronic disease management

2021 ◽  
Vol 9 (8) ◽  
pp. 2510
Author(s):  
Srikar Sama ◽  
Alekhya Gajjala
Keyword(s):  
Heart Failure ◽  
Chronic Kidney Disease ◽  
Chronic Disease ◽  
Kidney Disease ◽  
Disease Management ◽  
Chronic Disease Management ◽  
Routine Care ◽  
Review Article ◽  
Potential Impact ◽  
The Impact

Routine care for chronic disease is an ongoing major challenge. We aimed to evaluate the impact of COVID-19 on routine care for chronic diseases. A deeper understanding helps to increase the health system’s resilience and adequately prepare for the next waves of the pandemic. Diabetes, heart failure, chronic kidney disease, and hypertension were the most impacted conditions due to the reduction in access to care. It is important routine care continues in spite of the pandemic, to avoid a rise in non-COVID-19-related morbidity and mortality. This is a review article discussing the potential impact of COVID-19 on chronic disease management.

The Use and Evaluations of IT in Chronic Disease Management

2011 ◽  
pp. 1075-1092
Author(s):  
Julia Adler-Milstein ◽  
Ariel Linden
Keyword(s):  
Information Technology ◽  
Chronic Disease ◽  
Disease Management ◽  
Information Technologies ◽  
Chronic Disease Management ◽  
Program Effectiveness ◽  
Management Program ◽  
Evaluation Strategies ◽  
Broad Array ◽  
The Impact

This chapter describes the broad array of information technologies currently used in programs that manage individuals with chronic diseases and discusses evaluation strategies to assess the impact of implementing programs that incorporate such technologies. More specifically, it describes the three components of a chronic disease management program and then details the technologies commonly used in each component. Three evaluation designs well-suited to measure DM program effectiveness are also discussed. The intent of this chapter is to educate readers on the range of approaches to incorporating information technology into chronic disease management and the most appropriate evaluation designs that will strengthen the understanding of which approaches are most successful.

scholarly journals The CDM-Net Project: The Development, Implementation and Evaluation of a Broadband-Based Network for Managing Chronic Disease

2012 ◽  
Vol 2012 ◽  
pp. 1-7
Author(s):  
Kay Jones ◽  
Trisha Dunning ◽  
Beth Costa ◽  
Kristine Fitzgerald ◽  
Akuh Adaji ◽  
...  
Keyword(s):  
Chronic Disease ◽  
Disease Management ◽  
Health Professionals ◽  
Allied Health ◽  
Chronic Disease Management ◽  
Management Service ◽  
Health Providers ◽  
Allied Health Professionals ◽  
Before And After ◽  
The Impact

Background. In Australia most chronic disease management is funded by Medicare Australia through General Practitioner Management Plans (GPMPs) and Team Care Arrangements (TCAs). Identified barriers may be reduced effectively using a broadband-based network known as the Chronic Disease Management Service (CDMS). Aims. To measure the uptake and adherence to CDMS, test CDMS, and assess the adherence of health providers and patients to GPMPs and TCAs generated through CDMS. Methods. A single cohort before and after study. Results. GPMPs and TCAs increased. There was no change to prescribed medicines or psychological quality of life. Attendance at allied health professionals increased, but decreased at pharmacies. Overall satisfaction with CDMS was high among GPs, allied health professionals, and patients. Conclusion. This study demonstrates proof of concept, but replication or continuation of the study is desirable to enable the impact of CDMS on diabetes outcomes to be determined.

scholarly journals Incorporating Behavioral Trigger Messages Into a Mobile Health App for Chronic Disease Management: Randomized Clinical Feasibility Trial in Diabetes (Preprint)

2019 ◽  
Author(s):  
Scott Sittig ◽  
Jing Wang ◽  
Sriram Iyengar ◽  
Sahiti Myneni ◽  
Amy Franklin
Keyword(s):  
Chronic Disease ◽  
Disease Management ◽  
Mobile Health ◽  
Self Efficacy ◽  
Chronic Disease Management ◽  
Text Messages ◽  
Feasibility Trial ◽  
Significant Difference ◽  
Within Subjects ◽  
The Impact

BACKGROUND Although there is a rise in the use of mobile health (mHealth) tools to support chronic disease management, evidence derived from theory-driven design is lacking. OBJECTIVE The objective of this study was to determine the impact of an mHealth app that incorporated theory-driven trigger messages. These messages took different forms following the Fogg behavior model (FBM) and targeted self-efficacy, knowledge, and self-care. We assess the feasibility of our app in modifying these behaviors in a pilot study involving individuals with diabetes. METHODS The pilot randomized unblinded study comprised two cohorts recruited as employees from within a health care system. In total, 20 patients with type 2 diabetes were recruited for the study and a within-subjects design was utilized. Each participant interacted with an app called capABILITY. capABILITY and its affiliated trigger (text) messages integrate components from social cognitive theory (SCT), FBM, and persuasive technology into the interactive health communications framework. In this within-subjects design, participants interacted with the capABILITY app and received (or did not receive) text messages in alternative blocks. The capABILITY app alone was the control condition along with trigger messages including spark and facilitator messages. A repeated-measures analysis of variance (ANOVA) was used to compare adherence with behavioral measures and engagement with the mobile app across conditions. A paired sample <i>t</i> test was utilized on each health outcome to determine changes related to capABILITY intervention, as well as participants’ classified usage of capABILITY. RESULTS Pre- and postintervention results indicated statistical significance on 3 of the 7 health survey measures (general diet: <i>P</i>=.03; exercise: <i>P</i>=.005; and blood glucose: <i>P</i>=.02). When only analyzing the high and midusers (n=14) of capABILITY, we found a statistically significant difference in both self-efficacy (<i>P</i>=.008) and exercise (<i>P</i>=.01). Although the ANOVA did not reveal any statistically significant differences across groups, there is a trend among spark conditions to respond more quickly (ie, shorter log-in lag) following the receipt of the message. CONCLUSIONS Our theory-driven mHealth app appears to be a feasible means of improving self-efficacy and health-related behaviors. Although our sample size is too small to draw conclusions about the differential impact of specific forms of trigger messages, our findings suggest that spark triggers may have the ability to cue engagement in mobile tools. This was demonstrated with the increased use of capABILITY at the beginning and conclusion of the study depending on spark timing. Our results suggest that theory-driven personalization of mobile tools is a viable form of intervention. CLINICALTRIAL ClinicalTrials.gov NCT04132089; http://clinicaltrials.gov/ct2/show/NCT004122089

The implementation of a chronic disease management program (Prolanis) in Indonesia: a literature review

2019 ◽  
Vol 30 (6) ◽  
Author(s):  
Sesty Rachmawati ◽  
Hanni Prihhastuti-Puspitasari ◽  
Elida Zairina
Keyword(s):  
Chronic Disease ◽  
Disease Management ◽  
Literature Review ◽  
Disease Management Program ◽  
Social Insurance ◽  
Chronic Disease Management ◽  
Healthcare Services ◽  
Management Program ◽  
Healthcare Facilities ◽  
The Impact

Abstract Background The Chronic Disease Management Program or Program Pengelolaan Penyakit Kronis (Prolanis) is a program initiated by the Social Insurance Administration Organization or Badan Penyelenggara Jaminan Social (BPJS) in Indonesia. Prolanis aim to provide a proactive healthcare service approach for patients with chronic diseases particularly those with diabetes mellitus and hypertension. Prolanis also aims to achieve the optimal quality of life in patients with chronic disease through effective and efficient healthcare services including cost. All primary healthcare centers and a few of the private clinics in Indonesia have implemented Prolanis, however, the impact of the program has not been reviewed. This review aimed to see the implementation of Prolanis in healthcare facilities in Indonesia. Methods A literature review was conducted by searching articles through Google Scholar and PubMed databases up to August 2019. The following keywords or terms were used: Prolanis, BPJS indexed with terms related to blood pressure or hypertension in Indonesia. The references, citations and similar articles from the identified articles were used to identify additional sources. Results Twenty-four articles were identified through the first search using the key terms although only eight articles met the inclusion criteria. This review showed that the implementation of Prolanis in the healthcare facilities in Indonesia was varied in terms of the activities and services provided. The healthcare professional involved in the implementation of Prolanis were also varied. There were some barriers faced by the healthcare facilities including the availability of funding, the healthcare facilities and infrastructures, the unavailability of standard operating orocedures (SOPs) as well as the limitation of human resources involved in Prolanis. Conclusions The implementation of Prolanis in Indonesia has not been optimized, as there were some barriers during its implementation in the healthcare facilities.

scholarly journals Conceptualising equity in the impact evaluation of chronic disease management programmes: a capabilities approach

2020 ◽  
pp. 1-16
Author(s):  
Ina Tapager ◽  
Kristian Schultz Hansen ◽  
Karsten Vrangbæk
Keyword(s):  
Chronic Disease ◽  
Disease Management ◽  
Health Equity ◽  
Chronic Care ◽  
Chronic Disease Management ◽  
Action Plan ◽  
Well Being ◽  
Capabilities Approach ◽  
Evaluative Space ◽  
The Impact

Abstract Chronic diseases are highly important for the future level and distribution of health and well-being in western societies. Consequently, it seems pertinent to assess not only efficiency of chronic care but also its impact on health equity. However, operationalisation of health equity has proven a challenging task. Challenges include identifying a relevant and measurable evaluative space. Various schools of thought in health economics have identified different outcomes of interest for equity assessment, with capabilities as a proposed alternative to more conventional economic conceptualisations. The aim of this paper is to contribute to the conceptualisation of health equity evaluation in the context of chronic disease management. We do this by firstly introducing an equity enquiry framework incorporating the capabilities approach. Secondly, we demonstrate the application and relevance of this framework through a content analysis of equity-related principles and aims in national chronic disease management guidelines and the national diabetes action plan in Denmark. Finally, we discuss how conceptualisations of equity focused on capabilities may be used in evaluation by scoping relevant operationalisations. A promising way forward in the context of chronic care evaluation may emerge from a combination of concepts of capabilities developed in economics, health sciences and psychology.

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