Trapl Erika S, Borawski Elaine A, Stork Paul P, Lovegreen Loren D, Colabianchi Natalie, Cole Maurice L, Charvat Jacqueline M
Center for Health Promotion Research, Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio, USA.
J Adolesc Health. 2005 Oct;37(4):296-305. doi: 10.1016/j.jadohealth.2005.03.025.
To review the different data collection options available to school-based researchers and to present the preliminary findings on the use of audio-enhanced personal digital assistants (APDA) for use in school-based data collection.
A newly developed APDA system was used to collect baseline data from a sample of 645 seventh grade students enrolled in a school-based intervention study. Evaluative measures included student response, time to completion, and data quality (e.g., missingness, internal consistency of responses). Differences in data administration and data quality were examined among three groups of students: students newer to the United States speaking English as a second language; special education students; and students not newer to the United States receiving regular education.
The APDA system was well received by students and was shown to offer improvements in data administration (increased portability, time to completion) and reduced missing data. Although time to completion and proportion of missing data were similar across the three groups of students, psychometric properties of the data varied considerably.
The APDA system offers a promising new method for collecting data in the middle school environment. Students with cognitive deficits and language barriers were able to complete the survey in a similar amount of time without additional help; however, differences in data quality suggest that limitations in comprehension of the questions remained even though the questions were read to the respondents. More research on the use of APDA is necessary to fully understand the effect of data collection mode with special populations.
回顾可供学校研究人员使用的不同数据收集选项,并展示关于使用音频增强型个人数字助理(APDA)进行学校数据收集的初步研究结果。
使用一个新开发的APDA系统,从参与一项校本干预研究的645名七年级学生样本中收集基线数据。评估指标包括学生反应、完成时间和数据质量(如缺失情况、回答的内部一致性)。在三组学生中检查数据管理和数据质量的差异:刚到美国的以英语为第二语言的学生;特殊教育学生;以及非刚到美国的接受常规教育的学生。
APDA系统受到学生的好评,并显示出在数据管理方面有所改进(便携性提高、完成时间缩短),且缺失数据减少。尽管三组学生的完成时间和缺失数据比例相似,但数据的心理测量特性差异很大。
APDA系统为在中学环境中收集数据提供了一种有前景的新方法。有认知缺陷和语言障碍的学生能够在类似的时间内完成调查而无需额外帮助;然而,数据质量的差异表明,尽管向受访者朗读了问题,但对问题的理解仍存在局限性。有必要对APDA的使用进行更多研究,以充分了解数据收集方式对特殊人群的影响。