Patients’ and clinicians’ preferences for treatment for Graves’ disease: A discrete choice experiment

2021 ◽  
Author(s):  
Caroline M.j. van Kinschot ◽  
Vikas R. Soekhai ◽  
Esther W. de Bekker-Grob ◽  
W. Edward Visser ◽  
Robin P. Peeters ◽  
...  

Objective: Treatment options for Graves’ disease (GD) consist of antithyroid drugs (ATD), radioactive iodine (RAI) and total thyroidectomy (TT). Guidelines recommend to discuss these options with patients, taking into account patients’ preferences. This study aims to evaluate and compare patients’ and clinicians’ preferences and the trade-offs made in choosing treatment. Design and methods: A discrete choice experiment (DCE) was performed with GD patients with a first diagnosis or recurrence in the previous year, and with clinicians. Participants were offered hypothetical treatment options which differed in type of treatment, rates of remission, severe side effects, permanent voice changes and hypocalcemia. Preference heterogeneity was assessed by latent-class analysis. Results: 286 (82%) patients and 61 (18%) clinicians participated in the DCE. All treatment characteristics had a significant effect on treatment choice (p<0.05). Remission rate was the most important determinant and explained 37% and 35% of choices in patients and clinicians, respectively. Both patients and clinicians preferred ATD over surgery and RAI. A strong negative preference towards RAI treatment was observed in a subclass of patients, whereas clinicians preferred RAI over surgery. Conclusion: In both patients and clinicians, remission rate was the most important determinant of treatment choice and ATD was the most preferred treatment option. Patients had a negative preference towards RAI compared to alternatives, whereas clinicians preferred RAI over surgery. Clinicians should be aware that their personal attitude towards RAI differs from their patients. This study on patients’ and clinicians’ preferences can support shared decision making and thereby improve clinical treatment.

2021 ◽  
Vol 19 (1) ◽  
Author(s):  
Ping Liu ◽  
Shimeng Liu ◽  
Tiantian Gong ◽  
Quan Li ◽  
Gang Chen ◽  
...  

Abstract Background Pharmacists are a crucial part of the health workforce and play an important role in achieving universal health coverage. In China, pharmaceutical human resources are in short supply, and the distribution is unequal. This study aimed to identify the key job characteristics that influence the job preferences of undergraduate pharmacy students and to elicit the relative importance of different job characteristics to shed light on future policy interventions. Methods A discrete choice experiment was conducted to assess the job preferences of undergraduate pharmacy students from 6 provinces in mainland China. A face-to-face interview was used to collect data. Conditional logit and mixed logit models were used to analyse data, and the final model was chosen according to the model fit statistics. A series of policy simulations was also conducted. Results In total, 581 respondents completed the questionnaire, and 500 respondents who passed the internal consistency test were analysed. All attributes were statistically significant except for open management. Monthly income and work location were most important to respondents, followed by work unit (which refers to the nature of the workplace) and years to promotion. There was preference heterogeneity among respondents, e.g., male students preferred open management, and female students preferred jobs in public institutions. Furthermore, students with an urban background or from a single-child family placed higher value on a job in the city compared to their counterparts. Conclusion The heterogeneity of attributes showed the complexity of job preferences. Both monetary and nonmonetary job characteristics significantly influenced the job preferences of pharmacy students in China. A more effective policy intervention to attract graduates to work in rural areas should consider both incentives on the job itself and the background of pharmacy school graduates.


2018 ◽  
Vol 29 (9) ◽  
pp. 851-860 ◽  
Author(s):  
Alec Miners ◽  
Carrie Llewellyn ◽  
Carina King ◽  
Alex Pollard ◽  
Anupama Roy ◽  
...  

To understand whether people attending sexual health (SH) clinics are willing to participate in a brief behavioural change intervention (BBCI) to reduce the likelihood of future sexually transmitted infections (STIs) and to understand their preferences for different service designs, we conducted a discrete choice experiment (DCE) with young heterosexual adults (aged 16–25 years), and men who have sex with men (MSM) aged 16 or above, attending SH clinics in England. Data from 368 participants showed that people particularly valued BBCIs that involved talking (OR 1.45; 95%CI 1.35, 1.57 compared with an ‘email or text’-based BBCIs), preferably with a health care professional rather than a peer. Findings also showed that 26% of respondents preferred ‘email/texts’ to all other options; the remaining 14% preferred not to participate in any of the offered BBCIs. These results suggest that most people attending SH clinics in England are likely to participate in a BBCI if offered, but the type/format of the BBCI is likely to be the single important determinant of uptake rather than characteristics such as the length and the number of sessions. Moreover, participants generally favoured ‘talking’-based options rather than digital alternatives, which are likely to require the most resources to implement.


2014 ◽  
Vol 17 (3) ◽  
pp. A93
Author(s):  
L.J. Havrilesky ◽  
A.A. Secord ◽  
J. Ehrisman ◽  
A. Berchuck ◽  
F.A. Valea ◽  
...  

BMJ Open ◽  
2014 ◽  
Vol 4 (10) ◽  
pp. e006661 ◽  
Author(s):  
Shu Fen Wong ◽  
Richard Norman ◽  
Trisha L Dunning ◽  
David M Ashley ◽  
Paula K Lorgelly

IntroductionMedical decision-making in oncology is a complicated process and to date there are few studies examining how patients with cancer make choices with respect to different features of their care. It is also unknown whether patient choices vary by geographical location and how location could account for observed rural and metropolitan cancer differences. This paper describes an ongoing study that aims to (1) examine patient and healthcare-related factors that influence choices of patients with cancer; (2) measure and quantify preferences of patients with cancer towards cancer care using a discrete choice experiment (DCE) and (3) explore preference heterogeneity between metropolitan and rural locations.Methods and analysisA DCE is being conducted to understand how patients with cancer choose between two clinical scenarios accounting for different patient and healthcare-related factors (and levels). Preliminary qualitative research was undertaken to guide the development of an appropriate DCE design including characteristics that are important and relevant to patients with cancer. A fractional factorial design using the D-efficiency criteria was used to estimate interactions among attributes. Multinomial logistic regression will be used for the primary DCE analysis and to control for sociodemographic and clinical characteristics.Ethics and disseminationThe Barwon Health Human Research Ethics Committee approved the study. Findings from the study will be presented in national/international conferences and peer-reviewed journals. Our results will form the basis of a feasibility study to inform the development of a larger scale study into preferences of patients with cancer and their association with cancer outcomes.


2019 ◽  
Author(s):  
peipei Fu ◽  
Yi Wang ◽  
Shimeng Liu ◽  
Jiajia Li ◽  
qiufeng Gao ◽  
...  

Abstract Background: Preliminary evaluations have found that family doctor contract service has significantly controlled medical expenses, better managed chronic diseases, and increased patient satisfaction and service compliance. In 2016, China proposed the establishment of a family doctor system to carry out contract services, but studies have found uptake and utilization of these services to be limited. This study aimed to investigate rural resident preferences for FDCS from the public perspective in China. Methods : A discrete choice experiment (DCE) was performed to elicit respondent preferences towards FDCS among rural residents in China. Attributes and levels were established based on literature review and qualitative methods. Five attributes consisted of cost, medicine availability, reimbursement rate, competence of the family doctor, and attitude of the family doctor were evaluated using mixed logit model. Results: A total number of 609 residents were included in the main DCE analysis. Respondents valued high competence (coefficient 2.44, [SE 0.13]) and good attitude (coefficient 1.42, [SE 0.09]) of the family doctor most. Cost was negatively valued (coefficient -0.01, [SE 0.01]) as expected. The preference heterogeneity analysis was conducted after adjusting the interaction terms, we found that rural residents with lower educational attainment prefer good attitude than those with higher educational attainment counterparts. The estimated willingness to pay (WTP) for “high” relative to “low” competence was 441.13 RMB/year and WTP for a provider with a “good” relative to a “poor” attitude was 255.77 RMB/year. Conclusion: This present study suggested priorities should be given to strengthen and improve the quality of primary health care including family doctors’ competence and attitudes so as to increase the uptake of signing FDCS. The contract service package including annual cost, insurance reimbursement rate and individualized services should be redesigned and become congruent with residents with different health status and their stated preferences.


Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 4350-4350
Author(s):  
Mona Shafey ◽  
Douglas A. Stewart ◽  
Thuan Do ◽  
Sasha Lupichuk

Abstract Abstract 4350 Background Patients with symptomatic relapsed follicular lymphoma, together with their physicians, must choose between a variety of treatment options, including conventional chemotherapy, radioimmunotherapy, and high-dose chemotherapy with subsequent autologous or allogeneic transplantation. These treatments vary with respect to effectiveness and tolerability. The purpose of this study was to elicit preference for the treatment options particular to relapsed follicular lymphoma and the attributes associated with the treatment options amongst patients in Alberta, and hematologists and medical oncologists in Canada who treat lymphoma, using a discrete choice experiment (DCE). Methods Background information and a questionnaire containing the DCE was mailed to 180 patients age 18 to 65 years and 252 hematologists and medical oncologists. The treatment attributes chosen for the DCE included: administration protocol, toxicity, average remission length and cost. For administration protocol and toxicity, there were 4 categorical levels describing the varying scenarios for standard chemotherapy (CT), radio-immunotherapy (RIT), high dose chemotherapy and autologous stem cell transplantation (AUTO), and allogeneic stem cell transplantation (ALLO). For average remission length, there were two numerical levels: 1 year (CT/RIT) and 5 years (AUTO/ALLO). For cost, four numerical levels were chosen to reflect current clinic/hospital expenditure: $5000 (CT), $25,000 (RIT), $50,000 (AUTO) and $150,000 (ALLO). A fractional factorial design was chosen to examine main effects and a fold-over technique was used to create multiple choice questions. In the series of multiple choice questions, respondents were asked to choose between two unlabeled treatment options, described according to the attributes where the attribute levels were different for each option. Descriptive statistics were applied to participant demographic and clinical data. The DCE was analyzed using a random effects logit model. Marginal rates of substitution calculated from regression coefficients provided information about preference for the treatment attributes. A post-estimation technique was used to predict uptake of the four treatment options. Results 81 patients (45%) and 48 physicians (19%) completed the questionnaire. Responding patients had a mean age of 54.7 years and were on average 4.4 years from initial diagnosis. 93% of patients received prior chemotherapy and 24% had received a prior stem cell transplant. 48% of patients had not yet relapsed and 33% were currently symptomatic. Physicians were predominantly hematologists (93%) who have been in practice on average for 12.2 years. 46% of physicians reported being in a practice that includes stem cell transplantation. Preferences of patients and physicians were similar. For all participants, remission length and the lesser toxicity of RIT compared with CT were found to be positive influences on choice (p<0.0001 and p=0.057, respectively). Negative influences on choice included toxicity of both AUTO and ALLO compared with CT (p=0.047 and p<0.0001, respectively), and cost (p<0.0001). Participants required a remission length of 0.6 years to accept the toxicity of AUTO but 3.9 years to accept the toxicity of ALLO. In relation to cost, participants thought it was acceptable for the health care system to pay $340, 000 per each 1 year increase in remission length. Post-estimation technique to evaluate distribution of preference for treatment options revealed that patients were most likely to choose AUTO (69%) and less likely to choose RIT (14%), CT (11%), and ALLO (7%). The distribution for physicians was similar: AUTO (56%), RIT (20%), CT (19%), and ALLO (4%). Conclusions This discrete choice experiment shows that patients with relapsed follicular lymphoma are able to consider the advantages and disadvantages of various treatment options, and appear to be willing to trade off the toxicity associated with autologous transplantation in order to benefit from increased remission length. Disclosures: Shafey: Glaxo-Smith-Kline: Research Funding. Stewart:Glaxo-Smith-Kline: Research Funding. Do:Roche: Honoraria; Sanofi-Aventis: Honoraria, Research Funding.


2019 ◽  
Vol 2019 ◽  
pp. 1-6 ◽  
Author(s):  
Thomas Wilke ◽  
Anna-Katharina Meinecke ◽  
Bernhard Schaefer ◽  
Sandra Buchwald ◽  
Daniel Eriksson ◽  
...  

Purpose. The patient’s perspective is becoming increasingly important in clinical and policy decisions. This study examined atrial fibrillation (AF) patient preferences for different characteristics of nonvitamin K antagonist oral anticoagulants (NOACs). Methods. A discrete choice experiment (DCE) addressing AF patients treated with NOACs in France, Germany, and the United Kingdom was conducted. The DCE included the following attributes: frequency of administration (once/twice daily), size of tablet/capsule (6–9 mm/20 mm), meal-related intake (intake with food required/independent), and distance to treating physician (1 km/10 km). Preferences were analyzed based on a conditional logit regression model. Results. In total, 758 patients (males: 57.3%; mean age: 71.4 years) with an average disease duration of 5.5 years were included (apixaban/dabigatran/edoxaban/rivaroxaban: 34.0%/14.5%/6.6%/44.9%, respectively). Patients preferred NOAC treatment options characterized by once-daily dosing regimens (42.8%; p<0.001), shorter distance to treating physicians (25.0%; p<0.001), a small-sized tablet (21.5%; p<0.001), and intake independent of food (10.6%; p<0.001). Conclusions. Patients primarily prefer a once-daily NOAC regimen. Individual preferences should be considered for the treatment of AF patients as this may result in improved treatment adherence and consequently better effectiveness and safety in routine clinical practice.


2019 ◽  
Vol 39 (4) ◽  
pp. 474-485 ◽  
Author(s):  
Jason J. Ong ◽  
Nyasule Neke ◽  
Mwita Wambura ◽  
Evodius Kuringe ◽  
Jonathan M. Grund ◽  
...  

Voluntary medical male circumcision (VMMC) is effective in reducing the risk of human immunodeficiency virus (HIV). However, countries like Tanzania have high HIV prevalence but low uptake of VMMC. We conducted a discrete-choice experiment to evaluate the preferences for VMMC service attributes in a random sample of 325 men aged 18 years or older from the general population in 2 Tanzanian districts, Njombe and Tabora. We examined the preference for financial incentives in the form of a lottery ticket or receiving a guaranteed transport voucher for attendance at a VMMC service. We created a random-parameters logit model to account for individual preference heterogeneity and a latent class analysis model for identifying groups of men with similar preferences to test the hypothesis that men who reported sexually risky behaviors (i.e., multiple partners and any condomless sex in the past 12 months) may have a preference for participation in a lottery-based incentive. Most men preferred a transport voucher (84%) over a lottery ticket. We also found that offering a lottery-based financial incentive may not differentially attract those with greater sexual risk. Our study highlights the importance of gathering local data to understand preference heterogeneity, particularly regarding assumptions around risk behaviors.


Author(s):  
Shimeng Liu ◽  
Yingyao Chen ◽  
Shunping Li ◽  
Ningze Xu ◽  
Chengxiang Tang ◽  
...  

Objectives: This study aims to investigate the employment preferences of doctoral students majoring in social medicine and health care management (SMHCM), to inform policymakers and future employers on how to address recruitment and retention requirements at CDCs across China. Methods: An online discrete choice experiment (DCE) was conducted to elicit doctoral SMHCM students’ job preferences. The scenarios were described with seven attributes: monthly income, employment location, housing benefits, children’s education opportunities, working environment, career promotion speed, and bianzhi. A conditional logit model and a mixed logit model were used to evaluate the relative importance of the selected attributes. Results: A total of 167 doctoral SMHCM students from 24 universities completed the online survey. All seven attributes were statistically significant with the expected sign and demonstrated the existence of preference heterogeneity. Monthly income and employment location were of most concern for doctoral SMHCM students when deciding their future jobs. Among the presented attributes, working environment was of least concern. For the sub-group analysis, employment located in a first-tier city was more likely to lead to a higher utility value for doctoral students who were women, married, from an urban area, and had a high annual family income. Unsurprisingly, when compared to single students, married students were willing to forgo more for good educational opportunities for their children. Conclusions: Our study suggests that monthly income and employment location were valued most by doctoral SMHCM students when choosing a job. A more effective human resource policy intervention to attract doctoral SMHCM students to work in CDCs, especially CDCs in third-tier cities should consider both the incentives provided by the job characteristics and the background of students. Doctoral students are at the stages of career preparation, so the results of this study would be informative for policymakers and help them to design the recruitment and retention policies for CDCs.


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