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Parental preferences for vesicoureteral reflux treatment: Profile case best-worst scaling
Zachary R Dionise1, Juan Marcos Gonzalez2, Michael L Garcia-Roig3
1Division of Urology, Duke University Medical Center, Durham, NC, USA.
Insights
Parents prioritize treatment effectiveness and low complication rates for pediatric vesicoureteral reflux. Understanding these preferences can improve shared decision-making between parents and physicians for better treatment outcomes.
Area of Science:
- Pediatric Urology
- Health Services Research
- Decision Science
Background:
- Vesicoureteral reflux is a common pediatric urologic condition with multiple treatment options.
- Parental decision-making for pediatric reflux treatment involves weighing cost, effectiveness, and complications.
- Previous research indicates hospital and surgeon factors also influence treatment choices.
Purpose of the Study:
- To evaluate parental preferences for pediatric vesicoureteral reflux treatments.
- To identify distinct parental preference subgroups using latent class analysis.
- To apply best-worst scaling for detailed preference estimation in urology.
Main Methods:
- Utilized profile case best-worst scaling survey administered via Amazon's Mechanical Turk.
- Collected data from a community sample of 248 parents.
- Analyzed data using multinomial logistic regression and latent class analysis.
Main Results:
- High treatment effectiveness was the most desired attribute (PSV 17.8).
- Low complication rates (PSV 11.3) and physician recommendation (PSV 9.0) were also highly valued.
- Latent class analysis revealed a subgroup prioritizing physician recommendation and avoiding hospitalization.
Conclusions:
- Parents highly value treatment effectiveness and low complication rates for pediatric vesicoureteral reflux.
- Parental preferences for reflux treatment are heterogeneous.
- Incorporating parental preferences into shared decision-making can enhance treatment selection and outcomes.
Introduction:
Vesicoureteral reflux is a common pediatric urologic condition that often has several reasonable treatment options depending on condition severity. In order to choose the best treatment for their child, parents are expected to make judgements that weigh attributes such as treatment cost, effectiveness, and complication rate. Prior research has shown that factors such as treating hospital and surgeon also influence patient treatment choice.
Objectives:
This study evaluates parental preferences for reflux treatment using profile case best-worst scaling, an emerging technique in both urologic and health care preference estimation. The study also uses latent class analysis (LCA) to identify parental sub-classes with different preferences.
Study Design:
Data were collected from a community sample of parents via a multimedia best-worst scaling survey instrument published to Amazon's Mechanical Turk online community. After extensive review of the literature, reflux attributes and attribute levels were selected to correspond with available treatments. The profile case best-worst scaling exercise elicited preferences for granular attributes of reflux treatments. Data were analyzed using multinomial logistic regression and class analysis to distinguish preference heterogeneity. Probability scaled values (PSVs) reflected the order of desirability of the attributes. Attribute preference importance was rescaled into dollar units for comparison as well.
Results:
We analyzed data for 248 respondents. The highest treatment effectiveness was more desirable than all other leveled treatment attributes (PSV 17.8, all p < 0.01) (Table). Low complication rate and doctor recommendation were amongst the other most desirable treatment attributes (PSV 11.3 and 9.0, respectively). Latent class analysis identified a class with more extreme preferences, for whom doctor recommendation and avoiding hospitalization were particularly desirable.
Discussion:
In this community-based sample, high treatment effectiveness and low complication rate were the most desirable treatment attributes to parents, though parents likely have heterogenous treatment preference structures. Shared parent-physician decision-making that incorporates parental preferences will likely allow more effective, targeted decision-making in the future.
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