scholarly journals Determining the Importance of Stopover Destination Attributes: Integrating Stated Importance, Choice Experiment, and Eye-Tracking Measures

2020 ◽  
pp. 109634802098081
Author(s):  
Steven Pike ◽  
Filareti Kotsi ◽  
Harmen Oppewal ◽  
Di Wang

Stopover tourism is an important but neglected area of study. This article combines a discrete choice experiment with eye-tracking measures and self-stated attribute importance ratings to analyze stopover destination preferences. A sample of Australian residents shows safety is the most critical determinant of stopover destination attractiveness based on both the importance ratings and choice model results, but that it does not receive the greatest amount of visual attention. Seven attributes showed little consistency between the methods. However, when the measures are combined into one choice model, there are insights into associations between ratings, amounts of visual attention, and the final impact of an attribute on the choice outcome. Findings indicate the overall importance of each attribute and show how attribute importance varies across the sample and during the choice process. The article thus illustrates how different measures can be combined to study preferences for destination attributes in a specific travel context.

Author(s):  
Anouk M Wijnands ◽  
Maarten te Groen ◽  
Yonne Peters ◽  
Ad A Kaptein ◽  
Bas Oldenburg ◽  
...  

Abstract Background Patients with inflammatory bowel disease (IBD) undergo surveillance colonoscopies at fixed intervals to reduce the risk of colorectal cancer (CRC). Taking patients’ preferences for determining surveillance strategies into account could improve adherence and patient satisfaction. This study aimed to determine patient preferences for CRC surveillance in IBD. Methods We conducted a web-based, multicenter, discrete choice experiment among adult IBD patients with an indication for surveillance. Individuals were repeatedly asked to choose between 3 hypothetical surveillance scenarios. The choice tasks were based on bowel preparation (0.3-4 L), CRC risk reduction (8% to 1%-6%), and interval (1-10 years). Attribute importance scores, trade-offs, and willingness to participate were calculated using a multinomial logit model. Latent class analysis was used to identify subgroups with similar preferences. Results In total, 310 of 386 sent out questionnaires were completed and included in the study. Bowel preparation was prioritized (attribute importance score 40.5%) over surveillance interval and CRC risk reduction (31.1% and 28.4%, respectively). Maximal CRC risk reduction, low-volume bowel preparation (0.3 L laxative with 2 L clear liquid) with 2-year surveillance was the most preferred combination. Three subgroups were identified: a “surveillance avoidant,” “CRC risk avoidant,” and “surveillance preferring” groups. Membership was correlated with age, educational level, perceived CRC risk, the burden of bowel preparation, and colonoscopies. Conclusions Inflammatory bowel disease patients consider bowel preparation as the most important element in acceptance of CRC surveillance. Heterogeneity in preferences was explained by 3 latent subgroups. These findings may help to develop an individualized endoscopic surveillance strategy in IBD patients.


2021 ◽  
Vol 15 (Supplement_1) ◽  
pp. S234-S234
Author(s):  
A M Wijnands ◽  
M te Groen ◽  
Y Peters ◽  
A A Kaptein ◽  
B Oldenburg ◽  
...  

Abstract Background Patients with inflammatory bowel disease (IBD) undergo surveillance colonoscopies at fixed intervals to reduce the risk of colorectal cancer (CRC). Taking patients’ preferences for determining surveillance strategies into account could improve adherence and patient satisfaction. This study aimed to determine patient preferences and preference heterogeneity for CRC surveillance in IBD. Methods We conducted a web-based, multicentre, discrete choice experiment among adult IBD patients with an indication for surveillance, treated in two academic and one general teaching hospital in The Netherlands. Individuals were repeatedly asked to choose between three hypothetical surveillance scenarios and indicate if they would prefer this option in real-life. The choice tasks were based on bowel preparation (0.3-4L), CRC risk reduction (8% to 1–6%), and interval (1–10 years). Attribute importance scores, trade-offs, and willingness to participate were calculated using a multinomial logit model. Latent class analysis was used to identify subgroups with similar preferences. Results In total, 301 of 386 questionnaires sent out were completed and included in the study. The attributes and levels in the choice tasks significantly affected patients’ preferences. Bowel preparation was the most valued attribute (importance score 40.0%), followed by surveillance interval and CRC risk reduction (respectively 30.9% and 29.0%). Maximal CRC risk reduction, low-volume bowel preparation (0.3L laxative with 2L clear liquid) with two-yearly surveillance was the most preferred combination. Patients were willing to exchange a surveillance interval from three-yearly to annually for a CRC risk reduction of 2.9%. In latent class analysis, three subgroups were identified (figure 1). Willingness to participate in CRC surveillance was high, with only five patients (1.7%) always choosing ‘no surveillance’. Perceived high burden of bowel preparation and lower age were significantly associated with the ‘laxative avoidant’ group compared to the reference group ‘surveillance preferent’ (univariable odds ratio (OR) 2.92, 95% CI (confidence interval) 1.63–5.23 and OR 0.96, 95% CI 0.94–0.98, respectively). High level of education and age significantly differed in the ‘CRC risk avoidant’ group (univariable OR 3.77, 95% CI 2.11–6.75 and 0.94, 95% CI 0.92–0.96). Figure 1: Attribute importance scores Higher scores indicate more relative importance [0=not important at all; 100=most important] Conclusion Bowel preparation is seen as the most important factor by patients in CRC surveillance in IBD. Heterogeneity in preferences can be explained by three latent subgroups. Surveillance adherence could benefit from these findings.


2021 ◽  
pp. 0272989X2199960
Author(s):  
David J. Mott ◽  
Koonal K. Shah ◽  
Juan Manuel Ramos-Goñi ◽  
Nancy J. Devlin ◽  
Oliver Rivero-Arias

Background An important question in the valuation of children’s health is whether the preferences of younger individuals should be captured within value sets for measures that are aimed at them. This depends on whether younger individuals can complete valuation exercises and whether their preferences differ from those of adults. This study compared the preferences of adults and adolescents for EQ-5D-Y-3L health states using latent scale values elicited from a discrete choice experiment (DCE). Methods An online DCE survey, comprising 15 pairwise choices, was provided to samples of UK adults and adolescents (aged 11–17 y). Adults considered the health of a 10-year-old child, whereas adolescents considered their own health. Mixed logit models were estimated, and comparisons were made using relative attribute importance (RAI) scores and a pooled model. Results In total, 1000 adults and 1005 adolescents completed the survey. For both samples, level 3 in pain/discomfort was most important, and level 2 in self-care the least important, based on the relative magnitudes of coefficients. The RAI scores (normalized on self-care) indicated that adolescents gave less weight relative to adults to usual activities (1.18 v. 1.51; P < 0.05), pain/discomfort (1.77 v. 3.12; P < 0.01), and anxiety/depression (1.64 vs. 2.65; P < 0.01). The pooled model indicated evidence of differences between the two samples in both levels in pain/discomfort and anxiety/depression. Limitations The perspective of the DCE task differed between the 2 samples, and no data were collected to anchor the DCE data to generate value sets. Conclusions Adolescents could complete the DCE, and their preferences differed from those of adults taking a child perspective. It is important to consider whether their preferences should be incorporated into value sets.


2021 ◽  
Vol 6 (2) ◽  
pp. 238146832110275
Author(s):  
Yuliu Su ◽  
Shrutivandana Sharma ◽  
Semra Ozdemir ◽  
Wai Leng Chow ◽  
Hong-Choon Oh ◽  
...  

Objective. This study investigates potential of a new financial incentive policy, the GP-referral discount scheme introduced in Singapore, in reducing nonurgent emergency department (ED) visits, and compares it with alternative interventions. Methods. A discrete choice experiment (DCE) was designed to elicit patients’ preferences for ED and general practitioner (GP) under hypothetical nonurgent medical conditions. Through latent class multinomial logistic regression, choice models were estimated to quantify how patients’ choices are influenced by GP-referral discount, other ED/GP attributes (waiting time, test facilities, and payment), patient demographics, and their perception of severity. The choice models were used to predict uptake of the GP-referral discount scheme and other countermeasures suggested by these models. Results. Survey responses from 849 respondents recruited from a public hospital in Singapore were included in the study. The choice model identified two prominent classes of patients, one of which was highly sensitive to GP-referral discount and the other to test-facility-availability. Patients’ perceptions of severity (“critical” v. “not critical” enough to go to ED directly) were highly significant in influencing preference heterogeneity. Predictive analysis based on the choice model showed that GP-referral discount is more effective when patients visit ED expecting “shorter” waits, as opposed to test-facility provision at GPs and perception-correction measures that showed stronger effects under “longer” expected waits. Conclusions. The new GP-referral financial incentive introduced in Singapore can be effective in reducing nonurgent ED visits, if it reasonably covers the (extra) cost of visiting a GP. It may serve as a complement to test-facility provision at GPs or perception-correction measures, as the financial incentive and the latter two measures appear to influence distinct classes (discount-sensitive and facility-sensitive) of patients.


2017 ◽  
Vol 158 (3) ◽  
pp. 520-526 ◽  
Author(s):  
Matthew R. Naunheim ◽  
Margaret L. Naunheim ◽  
Vinay K. Rathi ◽  
Ramon A. Franco ◽  
Mark G. Shrime ◽  
...  

Objectives Subglottic stenosis can be addressed with several different surgical techniques, but patient preferences for these treatment modalities are poorly understood. Economic methods are increasingly being used to understand how patients make decisions. The objective of this pilot study was to assess preferences in subglottic stenosis treatment using patient-centric stated preference techniques. Study Design Discrete choice experiment (DCE). Setting Academic research facility. Subjects and Methods A computer-based DCE was administered in a monitored setting to volunteers from the general population. Signs and symptoms of subglottic stenosis were described, and participants were asked to imagine they had subglottic stenosis. Hypothetical treatments were offered, with 5 systematically varied attributes: need for external incision, length of hospital stay, postoperative voice quality, likelihood of repeat procedures, and risk of complication. A conditional logistic model was used to assess the relative attribute importance. Results In total, 162 participants were included. Attributes with the greatest impact on decision making included potential need for repeat procedures (importance 30.2%; P < .001), amount of operative risk (importance 28.1%; P < .001), and postoperative voice quality (importance 27.7%; P < .001), whereas presence of incision (importance 5.0%; P = .001) was less important, and hospital stay was not (importance 9.0%; P = .089). Based on aggregate responses for these attributes, the model demonstrated that most participants (80.4%) would prefer endoscopic surgery for subglottic stenosis as opposed to open tracheal resection (19.6%). Conclusion In this pilot population, most participants preferred voice-sparing, low-risk procedures as treatment for subglottic stenosis, consistent with an endoscopic approach, even if multiple procedures were required.


2018 ◽  
Vol 10 (1) ◽  
Author(s):  
Wolfgang Geidl ◽  
Katja Knocke ◽  
Wilfried Schupp ◽  
Klaus Pfeifer

Physical activity post stroke improves health, yet physical inactivity is highly prevalent. Tailored exercise programs considering physical activity preferences are a promising approach to promote physical activity. Therefore, this study seeks to measure exercise preferences of stroke survivors. Stroke survivors conducted a discrete choice experiment (DCE). DCE was presented in a face-to-face interview where patients had to choose eight times between two different exercise programs. Exercise programs differed by characteristics, with the six attributes under consideration being social situation, location, type of exercise, intensity, frequency, and duration. Utilities of the exercise attributes were estimated with a logit choice model. Stroke survivors (n=103, mean age: 67, SD=13.0; 60% male) show significant differences in the rated utilities of the exercise attributes (P<0.001). Participants had strong preferences for light and moderate intense physical activity and favored shorter exercise sessions. Stroke survivors have remarkable exercise preferences especially for intensity and duration of exercise. Results contribute to the tailoring of physical activity programs after stroke thereby facilitating maintenance of physical activity.


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