Consumer preferences for telehealth in Australia: A discrete choice experiment.
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ABSTRACT:
SUBMITTER: Savira F
PROVIDER: S-EPMC10065297 | biostudies-literature | 2023
REPOSITORIES: biostudies-literature
Publications
Consumer preferences for telehealth in Australia: A discrete choice experiment.
Savira Feby F Robinson Suzanne S Toll Kaylie K Spark Lauren L Thomas Elizabeth E Nesbitt Julia J Frean Isobel I Norman Richard R
PloS one 20230331 3
This study aims to elicit consumer preferences regarding telehealth and face-to-face consultations in Australia. It used a discrete choice experiment, presenting participants with a series of hypothetical choices, and based on their responses, infer what is most important to them. Data were analysed using conditional logit regression and latent class analysis. A total of 1,025 participants completed the survey, considering four different clinical scenarios. Face-to-face contacts were, on average ...[more]
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Project description:BackgroundPhase two of cannabis legalisation in Canada brought cannabis vaping products to the market. This decision was controversial due to an outbreak of vaping cannabis use-associated lung injury. This resulted in three provinces banning the sale of cannabis vaping products causing inequitable access. This study sought to explore consumer preferences for cannabis vaping products to inform cannabis policy.MethodsWe used a discrete choice experiment to explore consumer preferences for attributes of cannabis vaping products. Attributes included type of device, price, tetrahydrocannabinol (THC) potency, vape liquid content, product recommendations and Health Canada regulation. Participants lived in Canada, were aged ≥ 19 years, and had purchased a cannabis vape in the last 12 months. A multinomial logit (MNL) model was used for the base model, and latent class analysis to assess preference sub-groups.ResultsIn total, 384 participants completed the survey; the MNL model showed that price and potency were the most important attributes. A three-group latent class model showed that ~ 40% of the sample was driven primarily by Health Canada Regulation and were willing to pay $56 more for a product that was regulated compared to one that was not. About 33% of the sample was driven by price, and 26% was driven by type of device.ConclusionWhile regulated status by Health Canada was most important to some consumers (~ 40%), nearly 60% of the sample were willing to make trade-offs in regulated status for products with a lower price. Therefore, policymakers need to consider the broader public health implications of banning cannabis vapes in some regions.
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Project description:This study investigates individual preferences for work arrangements in a discrete choice experiment. Based on sociological and economic literature, we identified six essential job attributes-earnings, job security, training opportunities, scheduling flexibility, prestige of the company, and gender composition of the work team-and mapped these into hypothetical job offers. Out of three job offers, with different specifications in the respective job attributes, respondents had to choose the offer they considered as most attractive. In 2017, we implemented our choice experiment in two large-scale surveys conducted in two countries: Germany (N = 2,659) and the Netherlands (N = 2,678). Our analyses revealed that respondents considered all six job attributes in their decision process but had different priorities for each. Moreover, we found gendered preferences. Women preferred scheduling flexibility and a company with a good reputation, whereas men preferred jobs with high earnings and a permanent contract. Despite different national labor market regulations, different target populations, and different sampling strategies for the two surveys, job preferences for German and Dutch respondents were largely parallel.
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Project description:BackgroundPsychiatric nurses are instrumental in enhancing accessibility to care and addressing the mental health care needs of individuals. However, the field faces a significant shortage of nurses coupled with a high turnover rate. Developing policies to attract or retain psychiatric nurses is imperative, but little is known about the preferences of psychiatric nurses regarding the economic and non-economic attributes of work. Here, a discrete choice experiment (DCE) was used to explore psychiatric nurses' job preferences.MethodsA survey instrument was developed adhering to the design-principles of DCE. Psychiatric nurses were surveyed nationwide based on convenience sampling. A mixed logit model was used to estimate the psychiatric nurses' preferences. Willingness to pay was calculated and the change in the probability of psychiatric nurses accepting a job when attribute levels changed was simulated.ResultsThe attribute level most valued by respondents was 'violent coping strategies-impeccable' (coefficient = 1.002, p < 0.01) and willingness to pay for it is 4476.5323 CNY. The most important attribute level for psychiatric nurses living in cities was 'respect-high' (coefficient = 0.505, p < 0.01), and for psychiatric nurses living in town is 'study assistance for children-thorough' (coefficient = 0.620, p < 0.01). Notably, psychiatric nurses with less than ten years of work experience exhibited significant preferences for 'opportunity to upgrade-sufficient' (coefficient = 0.417, p < 0.01), whereas this preference was insignificant among those with ten years or more of experience (p > 0.05). Changing 'violence coping strategies' from 'without' to 'impeccable' increased the probability of psychiatric nurses accepting the job by 37.04%. The optimal job increased the probability of psychiatric nurses accepting the job by 86.06%.ConclusionPsychiatric nurses would prefer jobs with higher income, more respect, better coping strategies with violence, better opportunities for promotion, and a good working atmosphere. Psychiatric nurses with different seniority and residence had different preferences.
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Project description:Choosing hypodontia treatment requires young people and parents to consider a large amount of information, identify what is important to them, and make trade-offs between options. This study aimed to examine young people and parents' preferences for hypodontia treatment using discrete choice experiment (DCE). This was a cross-sectional survey of young people (12-16 y) with hypodontia of any severity, at any stage of treatment, and their parents. Participants were recruited from NHS Hospitals in England and Wales. A bespoke DCE questionnaire was developed to measure preferences for 6 attributes of hypodontia treatment (waiting time, treatment time, problems during treatment, discomfort during treatment, bite, appearance). The questionnaire was completed 1) online by young people and parents, individually or together, and 2) by child-parent dyads under observation. Preferences were analyzed using regression models. In total, 204 participants (122 young people, 56 parents, 26 dyads) completed the online questionnaire and 15 child-parent dyads completed the questionnaire under observation. The most important attribute in hypodontia treatment was improvement in appearance, but significant heterogeneity was found in preferences. Four distinct groups of participants were found: group 1 (39%): severe discomfort and problems were most important; group 2 (31%): most concerned about improvement in appearance of teeth and improvement in bite; group 3 (22%): appearance 3 times more important than any other attribute; and group 4 (9%): preferences difficult to interpret. There was variation in how child-parent dyads approached decision-making, with some negotiating joint preferences, while for others, one individual dominated. Making trade-offs in DCE tasks helped some people think about treatment and identify their preferences. Appearance is an important outcome from hypodontia treatment, but preferences vary and potential risks and functional outcome are also important to some people. There is a notable level of uncertainty in decision-making, which suggests further shared decision support would be valuable.
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Project description:UNLABELLED: Active case finding for osteoporosis is used to identify patients at high fracture risk who may benefit from preventive drug treatment. We investigated the relative weight that women place on various aspects of preventive drugs in a discrete choice experiment. Our patients said they were prepared to take preventive drugs even if side effects were expected. INTRODUCTION: Active case finding for osteoporosis is used to identify patients who may benefit from preventive drugs. We aimed to elicit the relative weight that patients place on various aspects of preventive drug treatment for osteoporosis. METHODS: We designed a discrete choice experiment, in which women had to choose between drug profiles that differed in five treatment attributes: effectiveness, side effects (nausea), total treatment duration, route of drug administration, and out-of-pocket costs. We included 120 women aged 60 years and older, identified by osteoporosis case finding in 34 general practices in the Netherlands. A conditional logit regression model was used to analyse the relative importance of treatment attributes, the trade-offs that women were willing to make between attributes, and their willingness to pay. RESULTS: All treatment attributes proved to be important for women's choices. A reduction of the relative 10-year risk of hip fracture by 40% or more by the drug was considered to compensate for nausea as a side effect. Women were prepared to pay an out-of-pocket contribution for the currently available drug treatment (bisphosphonate) if the fracture risk reduction was at least 12%. CONCLUSIONS: Women identified by active osteoporosis case finding stated to be prepared to take preventive drugs, even if side effects were expected and some out-of-pocket contribution was required.
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Project description:BACKGROUND: Guidelines underline the role of individual preferences in the selection of a screening test, as insufficient evidence is available to recommend one screening test over another. We conducted a study to determine the preferences of individuals and to predict uptake for colorectal cancer (CRC) screening programmes using various screening tests. METHODS: A discrete choice experiment (DCE) questionnaire was distributed among naive subjects, yet to be screened, and previously screened subjects, aged 50-75 years. Subjects were asked to choose between scenarios on the basis of faecal occult blood test (FOBT), flexible sigmoidoscopy (FS), total colonoscopy (TC) with various test-specific screening intervals and mortality reductions, and no screening (opt-out). RESULTS: In total, 489 out of 1498 (33%) screening-naïve subjects (52% male; mean age+/-s.d. 61+/-7 years) and 545 out of 769 (71%) previously screened subjects (52% male; mean age+/-s.d. 61+/-6 years) returned the questionnaire. The type of screening test, screening interval, and risk reduction of CRC-related mortality influenced subjects' preferences (all P<0.05). Screening-naive and previously screened subjects equally preferred 5-yearly FS and 10-yearly TC (P=0.24; P=0.11), but favoured both strategies to annual FOBT screening (all P-values <0.001) if, based on the literature, realistic risk reduction of CRC-related mortality was applied. Screening-naive and previously screened subjects were willing to undergo a 10-yearly TC instead of a 5-yearly FS to obtain an additional risk reduction of CRC-related mortality of 45% (P<0.001). CONCLUSION: These data provide insight into the extent by which interval and risk reduction of CRC-related mortality affect preferences for CRC screening tests. Assuming realistic test characteristics, subjects in the target population preferred endoscopic screening over FOBT screening, partly, due to the more favourable risk reduction of CRC-related mortality by endoscopy screening. Increasing the knowledge of potential screenees regarding risk reduction by different screening strategies is, therefore, warranted to prevent unrealistic expectations and to optimise informed choice.
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Project description:BackgroundInternet hospitals are multiplying with solid support from the Chinese government. In internet hospitals, specialist outpatient online consultations (SOOC) are the primary services. However, the acceptance and utilization rates of this service are still low. Thus, the study of patients' choice preferences for SOOC is needed.ObjectiveTo analyze the choice preference of patients' SOOC via a discrete choice experiment, understand the influence of each factor and promote the development of internet hospitals.MethodsVia a discrete selection experiment, a total of 162 patients from two general hospitals and three specialized hospitals in Beijing were selected for the questionnaire survey. The choice preferences were analyzed by conditional logit regression.ResultsFrom high to low, patients' willingness to pay (WTP) for the attributes of SOOC is as follows: doctors' recommendation rate (β highly recommend = 0.999), the convenience of applying SOOC services (β Convenient = 0.760), the increasing ratio of medical insurance payment for online services compared to offline (β Increase by 10% = 0.545), and the disease's severity (β severe = -3.024). The results of the subgroup analysis showed differences in patient choice preference by age, whether the patients had chronic diseases, income, and medical insurance types.ConclusionBoth price and nonprice attributes influence the choice preference of SOOC for patients. Among them, patients are more inclined to choose SOOC when doctors highly recommend it, when it is convenient to apply, when medical insurance increases by 10%, and when disease severity is mild. The current findings show the government and medical institutions formulate auxiliary policies and welfare strategies by clarifying core attributes and adjusting the levels of different attributes to improve patients' acceptance of SOOC. The utility of SOOC and the further development of internet hospitals are radically promoted.
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Project description:In Australia, telehealth is not new, with several telehealth specialist services being available for those living in rural and remote communities. However, prior to the COVID-19 pandemic, telehealth was not routinely available for primary care or urban specialist appointments. There has been an increased focus in the use of telehealth within primary care, and particularly general practice, but overall, there has been limited research to date to guide telehealth best-practice based on consumer experiences and preferences within these settings. We aimed to capture the consumer experience of telehealth during the COVID-19 pandemic, through a novel Kitchen Table Discussion (KTD) method. This increases access to a broader community consumer cohort, with consumer hosts leading discussions in a safe environment. The KTDs were conducted in May 2021, with 10 community members each hosting a group of up to 10 participants. A total of 90 participants took part from across Australia, with the majority living in major cities, although a significant proportion lived in inner and outer regional areas of Australia, or had experience living in rural, regional or remote areas. Seventy percent of participants reported using telehealth in the past. Data were analysed sequentially using thematic analysis and identified key themes: modality, convenience, access, wait time, existing relationship, communication, connectivity, cost, and privacy. Overall, the future of telehealth looks hopeful from the perspective of the consumer, but significant improvements are required to improve consumer engagement and experience. It is evident that 'one size does not fit all', with results suggesting consumers value the availability of telehealth and having choice and flexibility to use telehealth when appropriate, but do not want to see telehealth replacing face-to-face delivery. Participants tended to agree that telehealth was not a preferred method when physical examination was required but would suit certain points of the patient journey.
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