Evaluation and validation of acceptability as a composite endpoint was performed using the data from two previous studies:
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Study_1:
“Acceptability of small-sized oblong tablets in comparison to syrup and mini-tablets in infants and toddlers: A randomized controlled trial”, Münch et al. [10]. In total, 280 children stratified into 5 age groups were included (1 to < 2 years, 2 to < 3 years, 3 to < 4 years, 4 to < 5 years, 5 to < 6 years).
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Study_2:
“Acceptability of an orodispersible film compared to syrup in neonates and infants: A randomized controlled trial”, Klingmann et al. [9]. In total, 150 children stratified into 3 age groups were included (2 to 28 days, 29 days to 5 months, > 5 to 12 months).
Factor Analysis
Factor analysis was applied in order to identify a common meaning of swallowability, palatability (rater1), and palatability (rater2) which would be interpreted as acceptability. This analysis was performed separately for each formulation, i. e., for syrup, oblong tablets, and mini-tablets from Study_1, and for syrup and orodispersible film from Study_2.
Here, results are exemplarily given for the syrup formulation (Study_1) since it has been widely used and therefore represents an appropriate reference formulation:
The correlation between the three assessments ranged between 0.684 and 0.777 and resulted in a high value of 0.891 for Cronbach’s standardized alpha. Factor analysis clearly identified one main component with an eigenvalue of 2.32 (presenting a portion of 77%), other eigenvalues were clearly below 1 (0.46 and 0.22). Thus, it can be concluded that one dominant principal factor exists comprising the information from the three single assessments, and this condensed information can be interpreted as ‘acceptability’.
Factor loads for swallowability, palatability (rater1), and palatability (rater2) were found comparable with values of 0.82, 0.91, and 0.90, thus contributing to a similar extent to the principal component. This can be presented as linear combination of the single variables by using the above-mentioned factor loads.
The results for acceptability defined as composite endpoint according to Table 4 were calculated for the syrup formulation. Each outcome category of acceptability was then related to the outcome of the factor analysis as expressed by the linear combination for the principal component (Table 5).
Table 5 Relationship between acceptability rates and principal component derived from factor analysis (N = 141) for syrup formulation from Study_1 A high association between acceptability categories and the results from factor analysis was observed. Comparison of the acceptability categories with regard to the principal component by analysis of variance yielded a p value < 0.0001.
Thus, the suggested acceptability as composite endpoint can be regarded as a valid approach representing the result of the factor analysis.
Factor analyses were analogously performed for the other 4 formulations (oblong tablets and mini-tablets from Study_1, and for syrup and orodispersible film from Study_2). In all cases very consistent results to those presented above for syrup (Study_1) were obtained, thus providing high validity and reliability of the suggested approach for assessing acceptability as composite endpoint.
Application of the Acceptability Approach as Composite Endpoint
Acceptability results obtained for the different formulations administered in Study_1 and Study_2 are summarized in Table 6. Outcomes concerning good and high acceptability are graphically displayed in Fig. 1.
Table 6 Acceptability results as composite endpoint for different formulations Mini-tablet and oblong tablet show much better results compared to syrup and ODF when considering acceptability as ‘good or high’.’High’ acceptability is clearly observed at higher rates for mini-tablet and oblong tablet compared to the other formulations.
Comparison of the Composite Endpoint Approach with Previous Acceptability Definition
The two studies considered in this work used swallowability as single criterion for acceptability: A drug formulation was considered as “acceptable” when it was either “completely swallowed” or “partially swallowed”. All the swallowability results are presented in Table 7:
Table 7 Swallowability results for different formulations The outcome of the newly developed acceptability definition as composite endpoint (regarding ‘good or high’ acceptability) is compared to the previously used definition of acceptability which was based on swallowability assessments only (refer to Fig. 2).
The newly defined composite endpoint method discriminates better between the four different formulation principles than the previous definition which was based on swallowability only: solid dosage forms (mini-tablets and oblong tablets) show higher acceptability than a liquid dosage form (syrup).
The acceptability rates for Syrup 1 and Syrup 2 derived with the composite endpoint are closer together compared to the previous approach, which further demonstrates the reliability of the composite methodology as comparable rates are essentially expected when the same syrup formulation is applied in two different studies.