Sociodemographic, personal, and disease-related determinants of referral to patient-reported outcome-based follow-up of remote outpatients: a prospective cohort study

Are all cancer survivors included when using electronically administered patient reported outcomes in primary healthcare cancer rehabilitation? A cross-sectional study

BACKGROUND

Patient reported outcomes (PROs) are being used frequently in clinical practice. PROs often serve several purposes, such as increasing patient involvement, assessing health status, and monitoring and improving the quality-of-care at an aggregated level. However, the lack of representative PRO-data may have implications for all these purposes. This study aims to assess the association of non-administration of (not sending an electronic invite to PRO) and non-response to (not responding to PRO) electronically administered PROs with social inequality in a primary healthcare cancer rehabilitation setting. Furthermore, it examines whether the workflows surrounding PRO have an impact on non-administration and non-response.

METHODS

This is a cross sectional study using routinely collected data from electronic health records and registers including cancer survivors (CSs) over 18 years booked for an initial consultation in a primary healthcare cancer rehabilitation setting using PROs for systematic health status assessment. During the study period two different PRO platforms were used, each associated with different workflows. Non-administration and non-response rates were calculated for sociodemographic characteristics for each PRO platform. Crude and adjusted odds ratios were calculated using univariate and multivariate logistic regression.

RESULTS

In total, 1868 (platform 1) and 1446 (platform 2) CSCSs were booked for an initial consultation. Of these, 233 (12.5%) (platform 1) and 283 (19.6%) (platform 2) were not sent a PRO (non-administration). Among those who received a PRO, 157 (9.6%) on platform 1 and 140 (12.0%) on platform 2 did not respond (non-response). Non-administration of and non-response to PROs were significantly associated with lower socioeconomic status. Moreover, the workflows surrounding PROs seem to have an impact on non-inclusion in and non-response to PROs.

CONCLUSIONS

Non-administration of and non-response to PROs in clinical practice is associated with determinants of social inequality. Clinical workflows and the PRO platforms used may potentially worsen this inequality. It is important to consider these implications when using PROs at both the individual and aggregated levels. A key aspect of implementing PROs in clinical practice is the ongoing focus on representativeness, including a focus on monitoring PRO administration and response.

Remote Symptom Monitoring Using Patient-Reported Outcomes in Patients With Chronic Kidney Disease: Process Evaluation of a Randomized Controlled Trial

BACKGROUND

In Denmark, outpatient follow-up for patients with chronic kidney disease (CKD) is changing from in-hospital visits toward more remote health care delivery. The nonuse of remote patient-reported outcomes (PROs) is a well-known challenge, and it can be difficult to explain which mechanisms of interventions influence the outcome. Process evaluation may, therefore, be used to answer important questions on how and why interventions work, aiming to enhance the implications for clinical practice.

OBJECTIVE

This study aimed to provide insight into the intervention process by evaluating (1) the representativity of the study population, (2) patient and physician use patterns, (3) patient adherence to the intervention, and (4) clinical engagement.

METHODS

A process evaluation determining the reach, dose, fidelity, and clinical engagement was carried out, alongside a multicenter randomized controlled trial (RCT). We developed and implemented an intervention using PRO measures to monitor outpatients remotely. Data were collected for the PRO intervention arms in the RCT from 4 sources: (1) PRO data from the participants to determine personal factors, (2) the web-based PRO system to identify key usage intervention patterns, (3) medical records to identify clinical factors relating to the use of the intervention, and (4) semistructured interviews conducted with involved physicians.

RESULTS

Of the 320 patients invited, 152 (47.5%) accepted to participate. The study population reflected the target population. The mean adherence rate to the PRO intervention arms was 82% (95% CI 76-87). The questionnaire response rate was 539/544 (99.1%). A minority of 13 (12.9%) of 101 patients needed assistance to complete study procedures. Physicians assessed 477/539 (88.5%) of the questionnaires. Contact was established in 417/539 (77.4%) of the cases, and 122/539 (22.6%) of the patients did not have contact. Physicians initiated 288/417 (69.1%) and patients requested 129/417 (30.9%) of all the contacts. The primary causes of contact were clinical data (242/417, 58%), PRO data (92/417, 22.1%), and medication concerns and precautionary reasons (83/417, 19.9%). Physicians found the use of PRO measures in remote follow-up beneficial for assessing the patient's health. The inclusion of self-reported clinical data in the questionnaire motivated physicians to assess patient responses. However, some barriers were emphasized, such as loss of a personal relationship with the patient and the risk of missing important symptoms in the absence of a face-to-face assessment.

CONCLUSIONS

This study demonstrates the importance and practical use of remote monitoring among patients with CKD. Overall, the intervention was implemented as intended. We observed high patient adherence rates, and the physicians managed most questionnaires. Some physicians worried that distance from the patients made it unfeasible to use their "clinical glance," posing a potential risk of overlooking crucial patients' symptoms. These findings underscore key considerations for the implementation of remote follow-up. Introducing a hybrid approach combining remote and face-to-face consultations may address these concerns.

TRIAL REGISTRATION

ClinicalTrials.gov NCT03847766; https://clinicaltrials.gov/study/NCT03847766.

Patient-reported outcome measures as determinants for the utilization of health care among outpatients with epilepsy: a prognostic cohort study

BACKGROUND

Patient-reported outcome (PRO) measures can inform clinical decision making and planning of treatment in the health care system. The aim of this study was to examine whether patient-reported health domains influence the use of health care services in outpatients with epilepsy.

METHODS

This was a prognostic cohort study of 2,426 epilepsy outpatients referred to PRO-based follow-up at the Department of Neurology, Aarhus University Hospital, Denmark. Patients filled out a questionnaire covering health literacy areas, self-efficacy, well-being and general health. The main outcome was a record of contact to the epilepsy outpatient clinic, inpatient ward and/or emergency room within 1 year, retrieved from health register data. Associations were analysed by multivariable binomial logistic regression.

RESULTS

A total of 2,017 patients responded to the questionnaire and 1,961 were included in the final analyses. An outpatient contact was more likely among patients with very low health literacy ('social support'): odds ratio (OR) 1.5 (95% CI: 1.1-2.1), very low and low self-efficacy: OR 1.7 (95% CI: 1.2-2.3) and OR 1.4 (95% CI: 1.0-1.8), low and medium well-being: OR 2.2 (95% CI: 1.6-3.0) and OR 1.4 (95% CI: 1.1-1.9), and patients rating their general health as fair: OR 2.8 (95% CI: 1.7-4.6). Inpatient contact and emergency room contact were associated with the health domains of self-efficacy and general health.

CONCLUSIONS

PRO questionnaire data indicated that patients with low health literacy ("social support"), well-being, self-efficacy and self-rated general health had an increased use of health care services at 1 year.These results suggest that PRO measures may provide useful information in relation to the possibility of proactive efforts and prevention of disease-related issues and to help identify efficiency options regarding resource utilization.

Socioeconomic, Disease-Related, and Personal Factors Associated With Participation in Remote Follow-Up in Rheumatoid Arthritis: A Cross-Sectional Study

OBJECTIVE

To identify socioeconomic, disease-related, and personal factors associated with participation in remote follow-up in patients with rheumatoid arthritis (RA).

METHODS

Following the implementation of a patient-reported outcome-based remote follow-up intervention in RA patients in Denmark, a cross-sectional study was conducted among 775 prevalent patients. In 2019, an electronic questionnaire was sent to eligible RA patients, covering health literacy and patient experience regarding involvement and confidence with remote care. Questionnaire data were linked to nationwide registries regarding socioeconomic status, labor market affiliation, and comorbidity level. Associations between registry- and questionnaire-based factors and remote follow-up were analyzed using multiple logistic regression analysis.

RESULTS

All 775 patients were included in the registry-based analyses, but only 394 of 646 (61%) completed the questionnaire. No attachment to the labor market or low household income was associated with lower odds of remote follow-up participation (odds ratio [OR] 0.53 [95% confidence interval (95% CI) 0.34-0.83]) and (OR 0.69 [95% CI 0.48-1.00]). Further, a high level of comorbidity was associated with lower odds of remote follow-up participation compared to a low/medium level of comorbidity (OR 0.53 [95% CI 0.34-0.81]). No association was found between health literacy and remote follow-up, but remote follow-up attendees reported more confidence in remote care (OR 1.33 [95% CI 1.21-1.47]).

CONCLUSION

Participation in remote follow-up was associated with attachement to the labor market, household income, degree of comorbidity, and confidence with remote care. Additional research is necessary to investigate whether a larger and more divergent group of RA patients should be considered for inclusion in remote follow-up programs.

Levels of health literacy among people living with HIV in outpatient care: a cross-sectional study from Denmark

BACKGROUND

Low health literacy (HL) among people living with HIV (PLWHIV) encounter more disease related complications, more difficulty understanding health-related information and low adherence. Considering that, the HL levels among PLWHIV needs to be further investigated. The objective of this study was to investigate the levels of HL and patient involvement among PLWHIV in an outpatient clinic in Denmark. A second objective was to examine differences in HL levels across socio-demographic characteristics.

METHODS

In 2019, a population of 682 PLWHIV from a Danish outpatient hospital clinic were enrolled in cross-sectional study. Patients who had a digital postbox received an electronic questionnaire including following domains; health literacy, patient involvement, and socio-demographic status. Health literacy was measured using the Health Literacy Questionnaire (HLQ) through scores on three subscales: social support for health (HLQ4), engaging with healthcare providers (HLQ6), and understanding health information (HLQ9). An unpaired t-test was used to investigate mean differences in the HLQ scores across socio-demographic variables.

RESULTS

A total of 338 (55%) patients responded to the questionnaire. The included participants demonstrated high levels of HLQ4 (mean = 4.2) and HLQ6 (mean = 4.2), but lower for HLQ9 (mean = 2.9). In total 70-80% reported being involved in decisions about their health. We found a positive association between high level of HL (HLQ9) and living with a partner and higher levels of HL (HLQ4, HLQ6, and HLQ9) and employment.

CONCLUSION

PLWHIV in a Danish out-patient care population were found to have high levels of HL despite differences in demographic characteristics. Further research is needed to examine the levels of HL among non-responders to develop HL approaches and strategies to meet the needs of individuals with different HL skills.

Patient-reported outcome (PRO) measurements in chronic and malignant diseases: ten years' experience with PRO-algorithm-based patient-clinician interaction (telePRO) in AmbuFlex

BACKGROUND

Patient-reported Outcome (PRO) measures may be used as the basis for out-patient follow-up instead of fixed appointments. The patients attend follow-up from home by filling in questionnaires developed for that specific aim and patient group (telePRO). The questionnaires are handled in real time by a specific algorithm, which assigns an outcome color reflecting clinical need. The specific questionnaires and algorithms (named solutions) are constructed in a consensus process with clinicians. We aimed to describe AmbuFlex' telePRO solutions and the algorithm outcomes and variation between patient groups, and to discuss possible applications and challenges.

METHODS

TelePRO solutions with more than 100 processed questionnaires were included in the analysis. Data were retrieved together with data from national registers. Characteristics of patients, questionnaires and outcomes were tabulated for each solution. Graphs were constructed depicting the overall and within-patient distribution of algorithm outcomes for each solution.

RESULTS

From 2011 to 2021, 29 specific telePRO solutions were implemented within 24 different ICD-10 groups. A total of 42,015 patients were referred and answered 171,268 questionnaires. An existing applicable instrument with cut-off values was available for four solutions, whereas items were selected or developed ad hoc for the other solutions. Mean age ranged from 10.7 (Pain in children) to 73.3 years (chronic kidney disease). Mortality among referred patients varied between 0 (obesity, asthma, endometriosis and pain in children) and 528 per 1000 patient years (Lung cancer). There was substantial variation in algorithm outcome across patient groups while different solutions within the same patient group varied little.

DISCUSSION

TelePRO can be applied in diseases where PRO can reflect clinical status and needs. Questionnaires and algorithms should be adapted for the specific patient groups and clinical aims. When PRO is used as replacement for clinical contact, special carefulness should be observed with respect to patient safety.

Reducing the pressures of outpatient care: the potential role of patient-reported outcomes

The global demand for hospital treatment exceeds capacity.The COVID-19 pandemic has exacerbated this issue, leading to increased backlogs and longer wait times for patients. The amount of outpatient attendances undertaken in many settings is still below pre-pandemic levels and this, combined with delayed referrals, means that patients are facing delays in treatment and poorer health outcomes. Use of digital health technologies, notably the use of remote symptom monitoring systems based on patient-reported outcomes (PROs), may offer a solution to reduce outpatient waiting lists and tailor care to those in greatest need. Drawing on international examples, the authors explore the use of electronic PRO systems to triage clinical care. We summarise the key benefits of the approach and also highlight the challenges for implementation, which need to be addressed to promote equitable healthcare delivery.

Hydroflex: Use of Patient Reported Outcomes in a Clinical Setting Among Patients with Hydrocephalus

OBJECTIVE/BACKGROUND

A patient-reported outcome (PRO) measure is defined as "any report of the status of a patient's health condition that comes directly from the patient without interpretation of the patient's response by a clinician or anyone else". PRO data are increasingly being used in health care to facilitate monitoring of symptoms, facilitate communication between patients and clinicians, facilitate early identification of problems, and reduce unnecessary outpatient appointments for stable patients.

METHODS

We have designed a PRO system specifically for hydrocephalus, a program named Hydroflex. The aim of Hydroflex is to use PRO measures to decide the need for clinical attention and let the patients report their need regarding a physical consultation. Patients receive questionnaires at home instead of having prescheduled appointments at the outpatient clinic. Based on an automated algorithm, the patients' PRO measures are ranked to help clinical decision-making.

RESULTS

In this paper, we describe the implementation and early experience of Hydroflex at our institution.

CONCLUSIONS

It is our belief that Hydroflex provides more continuity in the treatment of patients with hydrocephalus. Also, it provides for a more standardized follow-up scheme, and we postulate this will lead to improved patient satisfaction and involvement and fewer outpatient appointments. Also, Hydroflex is useful for quality control and prospective research.

Patients' health literacy and health behaviour assessment in primary health care: evidence from a cross-sectional survey

BACKGROUND

Health literacy is defined as a person's ability to find, understand, and use health-related information when making health-related decisions. Patients with lower health literacy more frequently face difficulties when they have health issues or need medical help. Such patients are less likely to visit health care facilities and receive less help, which subsequently leads to higher hospitalization and mortality rates. Patients with better health literacy skills pay more attention to their health behaviours.

METHODS

This is a cross-sectional survey conducted in two primary health care centres-one public and one private-in Lithuania. The study enrolled patients who were visiting family physicians (n = 399). The study used the Health Literacy Survey European Questionnaire (HLS-EU-Q47). Calculation of means and two independent samples were used for statistical analysis, and a correlation coefficient was calculated.

RESULTS

The majority (40.6%) of respondents had problematic health literacy, while only 7% had excellent health literacy. Better health literacy was observed among younger patients (aged below 30 years), residing in urban areas, having higher education, and living with a partner. Inadequate or problematic health literacy was noted among 83.6% of respondents aged 59 years and older; similar rates were also observed among patients with basic or primary education (76.1%), secondary education (76.6%), and divorced patients (86%). Respondents with better health literacy also had better health behaviours (p < 0.05).

CONCLUSIONS

Health literacy is influenced by age, residence, education, and family status. Patients with better health literacy also reported better health behaviours.

Readiness, acceptance and use of digital patient reported outcome in an outpatient clinic

Use of digital patient-reported outcomes is being introduced in care of chronic conditions, including Inflammatory Bowel Disease. The aim is to supplement face-to-face follow-up sessions through symptom screening, and to inform follow-up through questions about mental health and quality of life. However, little is known about who is using this as intended. This study aimed to map differences between users and non-users among people with IBD and explore the mechanisms behind. We administered a questionnaire including the Readiness and Enablement Index for Health Technology (ReadHy) and the Service User Technology Acceptability Questionnaire (SUTAQ) to all people with IBD registered at Silkeborg Regional Hospital. Comparison between users and non-users and cluster analysis was conducted. Effect size (Cohen's d) was used to estimate magnitude of difference between groups. The user and non-user groups differed most strongly by level of emotional distress (d = 0.45). Cluster analysis of the ReadHy scales showed profiles have different sets of difficulties and reservations towards digital solutions. These difficulties correlated moderately with SUTAQ dissatisfaction and low acceptability. The dimensions of ReadHy may help to better understand particular needs of people with IBD when accessing digital PROs, which may lead to higher acceptability and improved quality of care.

Long-term employment, education, and healthcare costs of childhood and adolescent onset of epilepsy

OBJECTIVE

Childhood- and adolescent-onset epilepsy may have a significant impact on long-term educational and vocational status, which in turn has consequences for individuals' socioeconomic status. We estimated the factual long-term socioeconomic consequences and healthcare costs of individuals with diagnosed epilepsy.

METHODS

The prospective cohort study included Danish individuals with epilepsy onset before the age of 18 years, diagnosed between 2002 and 2016. Healthcare costs and socioeconomic data were obtained from nationwide administrative and health registers. The prediction was made with a general estimating equation (GEE). A total of 15,329 individuals were found with the diagnosis during this period and were followed until the age of 30 years. These were compared with 31,414 controls. We used 30 years as this represent an age where most has finalized their education, and as such represent the final educational level. Patients and their controls were subdivided into debut age groups of 0-5 and 6-18 years. Individuals were matched for age, gender, and residential location.

RESULTS

Compared with control groups, patients with epilepsy at the age of 30 years tended to have the following: 1) parents with lower educational attainment; 2) a significantly lower educational level when controlling for parental education attainment; 3) lower grade-point averages; 4) a lower probability of being in employment and lower income, even when transfer payments were considered; and 5) elevated healthcare costs, including those for psychiatric care. It was also noted that the long-term educational consequences for patients with epilepsy were associated with parental educational level. Differences were more pronounced for those with early (0-5 years) rather than later (6-18 years) onset epilepsy.

CONCLUSIONS

Epilepsy is associated with severe long-term socioeconomic consequences: lower educational level, school grades, employment status, and earned income. The presence of epilepsy is associated with parental educational level.

LIMITATIONS

SIGNIFICANT OUTCOMES.