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. 2017 Jan 25;30:3. doi: 10.1186/s41155-016-0057-1

Table 3.

Scale development process—ten main limitations

Limitations n %
1 Sample characteristics limitations 85 81
 Homogeneous and/or convenience sample—limitations of generalization 67 64
 Small sample size 18 17
2 Methodological limitations 35 33.2
 Cross-sectional methodology 20 19
 Self-reporting methodology 9 8.5
 Web-based survey 6 5.7
3 Psychometric limitations 32 30.4
 Lack of a more robust demonstration of the construct validity and/or reliability 21 20
 Inadequate choose of the instruments or variables to be correlated with the variable of the study 6 5.7
 Factor analysis limitations 5 4.7
4 Qualitative research limitations 6 5.6
 Deductive approach to scale development 2 1.9
 Lack of a more robust literature review 1 1
 Subjective analysis 1 0.9
 Content validity was not formally assessed 1 0.9
 Recruitment of a larger number of interviewers 1 0.9
5 Missing data 3 2.8
6 Social desirability bias 2 1.9
7 Items limitations 2 1.9
 Items ambiguous or difficult to answer 1 1
 None of the items are reverse-scored 1 0.9
8 Brevity of the scale 2 1.9
9 Difficult to control all variables 1 0.9
10 Lack of a manualized instructions 1 0.9