What would an 'ideal' glaucoma examination be like? - A conjoint analysis of patients' and physicians' preferences

Factors Influencing Treatment Preference in Patients with Diabetic Macular Edema: A Study Using Conjoint Analysis

INTRODUCTION

Despite the wide range of treatment options available for diabetic macular edema (DME), adherence to treatment remains a barrier. Therefore, this study used conjoint analysis to examine the factors that patients with DME prioritize when choosing a course of treatment and investigated differences in quality of life and levels of disease self-management in patients with or without experience of anti-vascular endothelial growth factor (VEGF) treatment.

METHODS

A cross-sectional study was conducted through an online survey in Japan between May 31, 2022, and June 30, 2022. Questionnaires were sent to 27,236 individuals registered in the diabetes panels, with experience of treatment for DME within the last 10 years. Conjoint analysis was employed to calculate the relative importance, i.e., degree of influence on patients' treatment choices, considering the trade-offs among five factors: cost per treatment, frequency of visits, anticipated post-treatment visual acuity, physician's explanation about disease and treatment, and frequency of treatment-related side effects.

RESULTS

A total of 237 responses were used to assess the relative importance of cost per treatment, frequency of visits, anticipated post-treatment visual acuity, physician's explanation about the disease, treatment, and frequency of treatment-related side effects using conjoint analysis. The importance of each factor was anticipated post-treatment visual acuity at 30.0, frequency of treatment-related side effects at 25.5, treatment frequency at 17.7, cost per treatment at 16.5, and physician explanation about the disease and treatment at 10.4. The average EuroQoL 5 dimension 5 level index value in patients with and without anti-VEGF treatment experience was 0.785 and 0.825, respectively, with no major difference.

CONCLUSIONS

Anticipated post-treatment visual acuity was identified as the most important factor in selecting a treatment regardless of the anti-vascular endothelial growth factor treatment experience demonstrating when patients with DME make treatment choices, anticipated post-treatment visual acuity is prioritized over treatment frequency and cost.

Eliciting preferences in glaucoma management-a systematic review of stated-preference studies

BACKGROUND

In most cases, glaucoma patients require long-term medical and/or surgical treatment. Preference studies investigate how different aspects of glaucoma management, such as health or process outcomes, are valued and herewith help stakeholders make care more responsive to patients' needs. As, to our knowledge, no overview of these studies is currently available, this study aims to systematically review and critically appraise these studies.

METHODS

A systematic literature review was conducted using keywords for stated-preference studies and glaucoma up to October 2021. Studies were included if they were original research and used a stated-preference methodology to investigate preferences in patients or healthcare professionals for different aspects of glaucoma management. Data were extracted and summarized. Furthermore, a quality appraisal of the included studies was performed using two validated checklists.

RESULTS

The search yielded 1214 articles after removal of duplicates. Of those, 11 studies fulfilled the inclusion criteria. Studies aimed to elicit preferences for glaucoma treatment (27%), glaucoma related health state valuation (36%), and services (36%) from the patient (91%) or ophthalmologists' perspective (9%). Altogether studies included 69 attributes. The majority of attributes were outcome related (62%), followed by process (32%) and cost attributes (6%). Outcome attributes (e.g., effectiveness) were most often of highest importance to the population.

CONCLUSIONS

This systematic review provides an up-to-date and critical review of stated-preference studies in the field of glaucoma, suggesting that patients have preferences and are willing to trade-off between characteristics, and revealed that outcome attributes are the most influential characteristics of glaucoma management.

Adherence to Follow-Up and the Related Factors of Paediatric Glaucoma at a Tertiary Care Centre in Western Saudi Arabia

INTRODUCTION

Glaucoma is a main cause of blindness globally. In Saudi Arabia, congenital glaucoma is believed to affect 1 in every 2500 live births. In this study, we identified the adherence and evaluated the factors associated with non-compliance (non-adherence) to recommended follow-up appointments at King Abdulaziz University Hospital, a tertiary centre in Jeddah, Saudi Arabia.

METHODS

The medical records of paediatric patients diagnosed with glaucoma between 2009 and April 2022 were reviewed retrospectively. Demographic information, visit dates, scheduled follow-ups, and specific patients' glaucoma histories were all extracted from the records. Patients were categorized as adherent, non-adherent, or lost to tertiary follow-up (LTTF).

RESULTS

Of 91 patients, 52 (57.1%) were adherent, 20 (22%) were non-adherent, and 19 (20.9%) were LTTF. Most adherent patients were Saudi (59.3% adherent, 26.5% non-adherent, 14.2% LTTF) (P = 0.02). Adherent patients were far likelier to live further away from the ophthalmology clinic (P = 0.03). The frequency of clinical encounters was statistically significantly different between adherence statuses. The non-adherent group had a higher average number of prescribed ocular medications (P = 0.03). The adherent patients had more frequent visits with elevated intraocular pressure (P = 0.02).

CONCLUSION

A significantly high percentage of paediatric glaucoma patients were non-adherent to follow-up visits. When determining the non-compliance risk among paediatric glaucoma patients, physicians must consider the factors contributing to adherence status, which include nationality, distance to the ophthalmology clinic, and number of prescribed ocular medications.

Consumer Preference for Yogurt Packaging Design Using Conjoint Analysis

With the growing consumption market of yogurt products, the continuous innovation of packaging design has become the major means of enterprise marketing for fast-moving consumer goods. Because different combinations of packaging design elements affect the consumers in different ways, the contradiction between the product packaging design and consumer demand has impacted the further development of these products’ marketing. To explore the relationship between the constituent elements of yogurt packaging design and consumer preferences, four kinds of factors to the purchased products’ attributes were selected from the packaging design, including the graphics, packaging colors, packaging shapes and label texts. The consumers’ preferences for different attributes of yogurt packaging design were quantitatively evaluated by the Conjoint Analysis Method (CAM). Consumers showed the strongest preference for yogurt packaging shapes (39.017%), and were the most satisfied with the concrete graphics of cool colors (31.330%); the level combination of attributes most preferred by consumers is that of concrete graphics, cool colors, gable-top boxes and simple labels. The packaging design satisfying consumer preferences gave rise to positive purchase attitudes. Such research results facilitated the understanding of the consumption market and provided the theoretical support necessary for the development of yogurt packaging design to match the consumers’ preferences.