Discussion
In this study, we aimed to investigate factors associated with outcomes after 3 months of instructed usage of DD and appropriate spectacle wear. Of 156 patients, 10 (6%), 58 (37%), 67 (43%) and 21 (13.5%) were in the cured, improved, unchanged and worsened group, respectively. Factors associated with good outcomes were small angle esotropia, good stereoacuity and successful halving of the time spent using DD.
Regarding the change in DD time during the follow-up period, a decrease was observed in the cured, improved and unchanged groups, whereas no decrease was observed in the worsened group. Additionally, ordinal logistic regression showed that failure to reduce DD time by less than half of the original time was associated with worse outcomes. These results indicate that limiting the use of DD is expected to improve esotropia, whereas continued use may worsen the condition.
Some previous studies9 10 13–15 have shown an improvement in strabismus angle after restricting smartphone use. Lee et al9 reported that cessation of smartphone use improved esotropia in all 12 cases and reduced the strabismus angle by approximately 10 PD, from a mean of 27.75 to 17.50 PD at distance fixation. Other studies showed that reducing the use of DD improved esotropia and diplopia in 5 out of 1510 and 4 out of 10 cases,15 respectively. In contrast, one study16 found no improvement in esotropia with reduced smartphone use. Therefore, the effectiveness of this approach is controversial. Although the mechanism of esotropia development from smartphone use is not fully understood, it has been suggested that the viewing distance is shorter when using a smartphone than when viewing hardcopy text,15 17 and that excessive accommodation and convergence occur,2 5 10 15 as well as the absence of distance viewing (without divergence eye movement).18 We speculate that reducing the amount of time spent using smartphones will reduce this abnormal viewing condition and, in some cases where the esotropia is in a reversible stage, may influence improvement. In cases with a small strabismus angle, limiting the use of DD may be particularly beneficial, since a reduction of 10 PD may lead to a cure.
In this study, cluster analysis was useful in examining trends in the changes in DD time, which are expected to vary from case to case in terms of compliance. Notably, the factor of successful DD time halving, rather than the recommended time by age, was associated with the outcome (table 3, online supplemental tables S1 and S2). This may reflect individual differences in the sensitivity to the effects of DD usage on esotropia.7 19
Other factors associated with positive outcomes in this study were good stereoacuity and small-angle strabismus at distance. Stereo test results are influenced by the ocular position.20 Specifically, with a smaller strabismus angle, it is easier to maintain esophoria and better stereo test results can be expected. Regardless of the duration of DD usage, stereoacuity and strabismus angle were considered important prognostic factors for the outcomes in this study.
Regarding the relationship between the effectiveness of instructional DD usage and the duration from onset, while it has been reported that the strabismus angle is more likely to decrease in shorter periods since onset,13 non-reduction in the strabismus angle even within just 1 month after onset has been reported.16 In our study, a higher proportion of patients in the cured group presented within 3 months of symptom onset. However, this variable was not a significant factor in the multivariate analysis.
Concerning the classification criteria for the four outcomes, the inclusion of the change in subjective symptoms as a criterion may have introduced ambiguity in the classification decision. However, because some patients with a small strabismus angle from the initial examination were included, subjective symptoms were necessary to determine outcomes. Moreover, the change in strabismus angle was determined by 10 PD; however, the clinical significance of the change in strabismus angle differed depending on the original size of the angle. In cases with a large original esotropia angle, even a 10 PD reduction in the strabismus angle had less clinical significance; the improved group included such cases. Therefore, although a relationship between reduction in the use of DD by half and esotropia outcome was observed, we suggest that it is important to establish preventive strategies because it is difficult to cure esotropia with a large angle once it has developed.
Strengths and limitations
The strength of our study lies in the numerical analysis based on the diaries of the DD time. This allowed us to investigate the relationship between outcomes and varying DD usage time due to compliance issues. However, this study had a few limitations. First, DD time relied on self-reporting by the patients and their guardians, introducing potential inaccuracies. Second, some clinical data and questionnaires contained missing data. However, the robustness of the results is demonstrated by the fact that sensitivity analysis using multiple imputation methods showed consistent results. Finally, this study did not define the criteria for prescribing prism glasses. Although an active treatment method using gradual prism reduction for patients with AACE with a small strabismus angle has been reported,18 the present study could not fully investigate the effect of prism use on outcome. Therefore, further research is needed to clarify the criteria for prescribing a relieving or a neutralising prism and to evaluate the efficacy of the prism.