Developing an integrated clinical decision support system for the early identification and management of kidney disease-building cross-sectoral partnerships

BACKGROUND

The burden of chronic conditions is growing in Australia with people in remote areas experiencing high rates of disease, especially kidney disease. Health care in remote areas of the Northern Territory (NT) is complicated by a mobile population, high staff turnover, poor communication between health services and complex comorbid health conditions requiring multidisciplinary care.

AIM

This paper aims to describe the collaborative process between research, government and non-government health services to develop an integrated clinical decision support system to improve patient care.

METHODS

Building on established partnerships in the government and Aboriginal Community-Controlled Health Service (ACCHS) sectors, we developed a novel digital clinical decision support system for people at risk of developing kidney disease (due to hypertension, diabetes, cardiovascular disease) or with kidney disease. A cross-organisational and multidisciplinary Steering Committee has overseen the design, development and implementation stages. Further, the system's design and functionality were strongly informed by experts (Clinical Reference Group and Technical Working Group), health service providers, and end-user feedback through a formative evaluation.

RESULTS

We established data sharing agreements with 11 ACCHS to link patient level data with 56 government primary health services and six hospitals. Electronic Health Record (EHR) data, based on agreed criteria, is automatically and securely transferred from 15 existing EHR platforms. Through clinician-determined algorithms, the system assists clinicians to diagnose, monitor and provide guideline-based care for individuals, as well as service-level risk stratification and alerts for clinically significant events.

CONCLUSION

Disconnected health services and separate EHRs result in information gaps and a health and safety risk, particularly for patients who access multiple health services. However, barriers to clinical data sharing between health services still exist. In this first phase, we report how robust partnerships and effective governance processes can overcome these barriers to support clinical decision making and contribute to holistic care.

Double Blinded Randomized Controlled Trial Comparing Budesonide and Saline Nasal Rinses in the Post-operative Management of Chronic Rhinosinusitis

Post-operative management of chronic rhinosinusitis is very crucial for outcomes following surgery, Normal saline nasal irrigation and steroid spray form the standard treatment of care in this period. However nasal irrigation may not be adequate and spray is usually started after 2 weeks of surgery which in any case does not deliver optimum dosage of drug to the paranasal sinus mucosa. Budesonide nasal irrigation in a high-volume low-pressure system could be the solution for a better outcome. A double blinded randomized control trial with 88 patients in 2 groups of 44 each received normal saline or Budesonide nasal irrigation (0.5 mg in 200 ml) twice daily. Patients were followed up at 2 weeks post-operatively and 3 months, a SNOT 22 and Lund Kennedy Endoscopic scores were assessed for subjective and objective assessment. Subset analysis of only CRS patients (55) were done, and results presented. Patient reported subjective score at 3 months post operatively, SNOT22 was significantly (p < 0.0001) improved with the use of Budesonide irrigation (26.69 ± 2.92) as compared to Normal saline (30.54 ± 2.81) and objective assessment score, LKES was significantly (p = 0.0031) better in Budesonide group (4.06 + 0.74) in comparison to Normal saline in the saline (4.50 + 0.67) respectively. The mean scores 3 months post op visit was significantly lower for both subjective SNOT (p < 0.001) and objective score LKES (p < 0.0001) in Budesonide groups. Budesonide nasal irrigation with positive pressure high volume device has better patient benefits and wound healing when compared to normal saline irrigation in the post-operative management of chronic rhinosinusitis.

Barriers and enablers to implementing and using clinical decision support systems for chronic diseases: a qualitative systematic review and meta-aggregation

Background

Clinical decision support (CDS) is increasingly used to facilitate chronic disease care. Despite increased availability of electronic health records and the ongoing development of new CDS technologies, uptake of CDS into routine clinical settings is inconsistent. This qualitative systematic review seeks to synthesise healthcare provider experiences of CDS—exploring the barriers and enablers to implementing, using, evaluating, and sustaining chronic disease CDS systems.

Methods

A search was conducted in Medline, CINAHL, APA PsychInfo, EconLit, and Web of Science from 2011 to 2021. Primary research studies incorporating qualitative findings were included if they targeted healthcare providers and studied a relevant chronic disease CDS intervention. Relevant CDS interventions were electronic health record-based and addressed one or more of the following chronic diseases: cardiovascular disease, diabetes, chronic kidney disease, hypertension, and hypercholesterolaemia. Qualitative findings were synthesised using a meta-aggregative approach.

Results

Thirty-three primary research articles were included in this qualitative systematic review. Meta-aggregation of qualitative data revealed 177 findings and 29 categories, which were aggregated into 8 synthesised findings. The synthesised findings related to clinical context, user, external context, and technical factors affecting CDS uptake. Key barriers to uptake included CDS systems that were simplistic, had limited clinical applicability in multimorbidity, and integrated poorly into existing workflows. Enablers to successful CDS interventions included perceived usefulness in providing relevant clinical knowledge and structured chronic disease care; user confidence gained through training and post training follow-up; external contexts comprised of strong clinical champions, allocated personnel, and technical support; and CDS technical features that are both highly functional, and attractive.

Conclusion

This systematic review explored healthcare provider experiences, focussing on barriers and enablers to CDS use for chronic diseases. The results provide an evidence-base for designing, implementing, and sustaining future CDS systems. Based on the findings from this review, we highlight actionable steps for practice and future research.

Trial registration

PROSPERO CRD42020203716

Supplementary Information

The online version contains supplementary material available at 10.1186/s43058-022-00326-x.

Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis

Objectives

Electronic health record-based clinical decision support (CDS) has the potential to improve health outcomes. This systematic review investigates the design, effectiveness, and economic outcomes of CDS targeting several common chronic diseases.

Material and Methods

We conducted a search in PubMed (Medline), EBSCOHOST (CINAHL, APA PsychInfo, EconLit), and Web of Science. We limited the search to studies from 2011 to 2021. Studies were included if the CDS was electronic health record-based and targeted one or more of the following chronic diseases: cardiovascular disease, diabetes, chronic kidney disease, hypertension, and hypercholesterolemia. Studies with effectiveness or economic outcomes were considered for inclusion, and a meta-analysis was conducted.

Results

The review included 76 studies with effectiveness outcomes and 9 with economic outcomes. Of the effectiveness studies, 63% described a positive outcome that favored the CDS intervention group. However, meta-analysis demonstrated that effect sizes were heterogenous and small, with limited clinical and statistical significance. Of the economic studies, most full economic evaluations (n = 5) used a modeled analysis approach. Cost-effectiveness of CDS varied widely between studies, with an estimated incremental cost-effectiveness ratio ranging between USD$2192 to USD$151 955 per QALY.

Conclusion

We summarize contemporary chronic disease CDS designs and evaluation results. The effectiveness and cost-effectiveness results for CDS interventions are highly heterogeneous, likely due to differences in implementation context and evaluation methodology. Improved quality of reporting, particularly from modeled economic evaluations, would assist decision makers to better interpret and utilize results from these primary research studies.

Registration

PROSPERO (CRD42020203716)

Stunting and its determinants among adolescents in four schools of Bangalore city: Height for age- a vital metric for nutritional assessment

Background: National Family Health Surveys in India have not included nutritional status of the crucial age group of 10-14 years, when pubertal growth spurt typically occurs. BMI-for-age is commonly used to assess adolescent nutritional status which may misclassify stunted adolescents as normal or overweight. Objectives: To estimate prevalence and determinants of stunting among adolescents (10 to 19 years) in Bangalore city and to estimate the proportion of adolescents who are stunted, but otherwise assessed as normal or overweight using BMI-for-age. Methods: Cross sectional study conducted in four schools of Bangalore city using a self-administered questionnaire to capture socio-demographic details, dietary patterns and physical activity. WHO Anthroplus software was used to classify nutritional status based on height-for-age and BMI-for-age. Multiple logistic regression analysis was done to calculate adjusted odds ratios of independent co-variates associated with stunting. Results: Overall prevalence of stunting was 14% (95%CI:11.5-16.5%); 14.3% among females (95%CI:10.7-17.9%) and 13.6% among males (95%CI: 10.2-17.0%). Determinants of stunting were late adolescence [AOR=1.90(1.24-2.90),P=0.03], lower socio-economic class [AOR=2.75(1.39-5.41),P=0.03] and not taking weekly iron and folic acid supplements [AOR=2.78(1.48-5.21),P=0.001] Four of every five stunted children (81%) were classified as normal/ overweight/ obese using BMI-for-age. Conclusion: Stunting is a problem among urban adolescents in Bangalore. Height-for-age is a vital metric for assessing nutritional status of adolescents along with other metrics. We recommend strengthening of weekly iron and folic acid supplementation in schools and culturally specific targeted nutritional interventions for adolescents from economically weaker sections of society using a multi-sectoral and participatory approach.

Staff working in ancillary departments at a tertiary care hospital in Bengaluru, Karnataka, India: How healthy are they?

Background:

Ancillary health services are those supplemental services other than room, board, and medical/nursing services provided to hospital patients in the course of care. Ancillary department staff forms an integral part in the smooth functioning of a hospital. There is a need to focus on the health of these individuals to ensure their well-being and in turn, productivity at the workplace.

Objective:

To study the morbidity profile of the staff working at ancillary departments of a tertiary care hospital in Bengaluru, Karnataka, India.

Materials and Methods:

We conducted our study in a 1,200-bedded tertiary care hospital in Bengaluru, Karnataka, India. Annual medical checkup (AMC) for all the staff working at the ancillary departments has been started in recent years and is provided free of cost and during working hours. A total of 150 employees from ancillary departments underwent AMC in the year 2013. Data were analyzed using Statistical Package for the Social Sciences (SPSS) version 20.0. Spearman's correlation and Chi-square test were used.

Results:

Of the 150 employees, the majority was male (72%); the mean age was 38 ± 11 years. The most common morbidities were diabetes mellitus (11%), hypertension (10.6%), musculoskeletal disorders (9.3%), surgical problems (8.6%, hemorrhoids, varicose veins), and dental caries (6.6%). On stool microscopy, 12% of the dietary workers showed ova/cyst. There was a significant positive correlation between age and the number of chronic morbidities (P < 0.01).

Conclusion:

Lifestyle disorders such as diabetes mellitus and hypertension were the major morbidities among the staff in the ancillary departments of the hospital. We ensured regular follow-up, adherence to medication, and lifestyle modifications in terms of diet and exercise.