We evaluate the use of text-to-speech (TTS) technology for audio computer-assisted self-interviewing (ACASI). We use a quasi-experimental design, comparing the use of recorded human voice in the 2006–2010 National Survey of Family Growth with the use of TTS in the first year of the 2011–2013 survey, where the essential survey conditions are largely unchanged. We examine substantive distributions of ACASI items, item missing data rates, interviewer observations, and time stamps. We find no negative effect of the transition to TTS. We discuss the advantages of using TTS for ACASI.
CouperM. P.KreuterF.. 2013. Using paradata to explore item-level response times in surveys. Journal of the Royal Statistical Society, Series A176:271–86.
2.
CouperM. P.SingerE.TourangeauR.. 2004. Does voice matter? An interactive voice response (IVR) experiment. Journal of Official Statistics20:551–70.
3.
CouperM. P.TourangeauR.MarvinT.. 2009. Taking the audio out of audio-CASI. Public Opinion Quarterly73:281–303.
4.
FahrneyK.UhrigJ.KuoT.-M.. 2010. Gender-of-Voice Effects in an ACASI Study of Same-Sex Behavior. RTI Press publication No. MR-0017-1004. Research Triangle Park, NC: RTI International. http://www.rti.org/rtipress(accessed May 19, 2010).
5.
LambM. M.BeersL.Reed-GilletteD.McDowellM. A.. 2011. Feasibility of an audio computer-assisted self-interview method to self-assess sexual maturation. Journal of Adolescent Health48:325–30.
6.
LepkowskiJ. M.MosherW. D.GrovesR. M.WestB. T.WagnerJ.GuH.. 2013. Responsive design, weighting, and variance estimation in the 2006–2010 national survey of family growth. Hyattsville, MD: National Center for Health Statistics, Vital and Health Statistics2:158.
7.
MayoN.MuldavinB.CurrivanD.. 2010. Does voice matter for youth reports of tobacco use? An interactive voice response experiment. Paper presented at the annual meeting of the American Association for Public Opinion Research, Chicago, IL, May.
8.
MosherW. D.DufferP.. 1995. Innovations in the 1995 National Survey of Family Growth. Paper presented at the annual conference of the Population Association of America, San Francisco, CA, May.
9.
OlooI.GustD. A.ShindeS.McLellan-LemalE.PalsS. L.ChegeW.GumbeA.. 2012. Effect of gender of the recorded voice on responses to sensitive sexual behavior questions: Use of audio computer-assisted self-interview (ACASI) in Kisumu, Kenya. Field Methods24:367–81.
10.
O’ReillyJ. M.HubbardM.LesslerJ.BiemerP. P.TurnerC. F.. 1994. Audio and video computer assisted self-interviewing: Preliminary tests of new technologies for data collection. Journal of Official Statistics10:197–214.
11.
PriceJ.DykemaJ.DiLoretoK.. 2010. Effects of Gender-of-voice on reports of sensitive behaviors: Findings from the ACASI module of the Midwest Young Adult study. Paper presented at the annual meeting of the American Association for Public Opinion Research, Chicago, IL, May.
12.
SaganC.1995. The Demon-Haunted World. New York: Ballantine Books.
13.
Substance Abuse and Mental Health Services Administration. 2003. Results from the 2012 National Survey on Drug Use and Health: Summary of National Findings, NSDUH Series H-46, HHS Publication No. (SMA) 13-4795. Rockville, MD: Substance Abuse and Mental Health Services Administration.
14.
TourangeauR.CouperM. P.SteigerD. M.. 2003. Humanizing self-administered surveys: Experiments on social presence in web and IVR surveys. Computers in Human Behavior19:1–24.
15.
TurnerC. F.ForsythB. H.O’ReillyJ. M.CooleyP. C.SmithT. K.RogersS. M.MillerH. G.. 1998. Automated self-interviewing and the survey measurement of sensitive behaviors. In Computer Assisted Survey Information Collection, eds. CouperM. P.BakerR. P.BethlehemJ.ClarkC. Z. F.MartinJ.NichollsW. L.IIO’ReillyJ. M., 455–73. New York: Wiley.
16.
YanT.TourangeauR.. 2008. Fast times and easy questions: The effects of age, experience and question complexity on web survey response times. Applied Cognitive Psychology22:51–68.