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1 RTI International is a trade name of Research Triangle Institute 3040 Cornwallis Road ■ P.O. Box 12194 ■ Research Triangle Park, North Carolina, USA 27709 Phone 919-990-8456e-mail mcominole@rti.orgFax 919-541-7014 Challenges of Designing and Implementing Multimode Instruments Jennifer Wine, Melissa Cominole, Ruth Heuer, and John Riccobono March 15, 2006
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2 Why Multimode? NCES postsecondary studies – primarily CATI in the past, with some CAPI NCES required the addition of the web self-administered option to help offset the decline in survey response rates Characteristics of our postsecondary populations Technologically savvy Unconventional schedules Cell phones replacing land lines Time and money
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3 Data Collection Methodologies Used for the Postsecondary Studies
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4 Typical Timeline for Data Collection Source: BPS FS March2006 March2006 April2006 June 2006 October2006 Send data collection announcement mailing Begin web,self-administered data collection Begin telephone interviewing (CATI) Begin field interviewing (CAPI) End data collection
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5 Multimode Design Challenges and Adaptations
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6 Interview Specifications -- All Modes Source: NPSAS FS
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7 Selected Interview Screen – Web Mode Source: NPSAS FS
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8 Selected Interview Screen – CATI Mode Source: NPSAS FS
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9 Multimode Design Challenges and Adaptations
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10 Interviews Completed during Early Response Incentive Period* *When evaluated in the FT studies, early response incentives were shown to increase the likelihood of a response (p<.05).
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11 Design for Telephone Prompting Experiment Source: BPS FT
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12 Interview Participation, by Prompting Status Type of prompting Response rates at end of early period Prompted21.6* Not prompted 10.4 *p<.01 Source: BPS FT
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13 Prompting and Base Year Response Status Response rates at end of early period Base year respondents Prompted25.0 Base year nonrespondents Prompted20.8* Not prompted15.1* *p<.05 Source: BPS FT
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14 Average Call Count per Completed Interview, by Mode p<.0001 Source: BPS FT
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15 Multimode Design Adaptations
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16 Proportion of Time in the Interview and in Transit for Web and CATI Respondents Time on-screen Time in transit *p<.0001 Source: B&B FS Web CATI Total 34.4 34.8 On-screen24.4 29.1* Transit10.0 5.7*
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17 Web Connection Speed
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18 Multimode Design Adaptations
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19 Help Desk Calls
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20 On-Line Help Text Source: BPS FT
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21 Rate of Help Text Access by Mode p<.0001 Source: NPSAS FS
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22 Multimode Design Adaptations
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23 Major/Field of Study Coder
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24 Multimode Design Adaptations
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25 Mode Differences in Item Reliability Very few items with significant differences between modes, with no patterns evident Some studies – NSOPF FT and BPS FT – showed no mode differences on any items
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26 Multimode Design Adaptations
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27 Percent of Indeterminate Responses, by Mode 38 interview questions, and over 26 percent of those in the finance section, had nonresponse rates of at least 10 percent CATI/CAPI respondents provided an indeterminate response for nearly 2.5 percent of all responses. Web respondents provided an indeterminate response for nearly 5 percent of all responses (p<.05). Source: B&B FT 5% 2.5%
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28 Response Conversion Text for Selected Items Source: B&B FS
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29 Use of Conversion Text Percent converted to an explicit response ranged from 0 percent to 100 percent in the B&B FS; comparable rates (18 to 100 percent) were observed in the BPS FT Items less likely to convert: dollar amounts related to income, monthly expenses, and overall debt (28 to 73 percent) Web respondents in the BPS FT were more likely than interview respondents to convert on two items – race and undergraduate loan debt; no other mode differences were observed
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30 Next Steps? Different incentive amounts at different points in data collection Prompting difficult subgroups Evaluate the use of help text relative to item-level nonresponse and reliability Continue efforts to assess differences in data quality across modes
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31 Contact Information Melissa B. Cominole RTI International 919-990-8456 mcominole@rti.org Slides and paper available at: www.rti.org/fedcasic
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