- Research article
- Open Access
- Open Peer Review
Audio computer-assisted self-interviewing (ACASI) may avert socially desirable responses about infant feeding in the context of HIV
© Waruru et al; licensee BioMed Central Ltd. 2005
- Received: 19 November 2004
- Accepted: 02 August 2005
- Published: 02 August 2005
Understanding infant feeding practices in the context of HIV and factors that put mothers at risk of HIV infection is an important step towards prevention of mother to child transmission of HIV (PMTCT). Face-to-face (FTF) interviewing may not be a suitable way of ascertaining this information because respondents may report what is socially desirable. Audio computer-assisted self-interviewing (ACASI) is thought to increase privacy, reporting of sensitive issues and to eliminate socially desirable responses. We compared ACASI with FTF interviewing and explored its feasibility, usability, and acceptability in a PMTCT program in Kenya.
A graphic user interface (GUI) was developed using Macromedia Authorware® and questions and instructions recorded in local languages Kikuyu and Kiswahili. Eighty mothers enrolled in the PMTCT program were interviewed with each of the interviewing mode (ACASI and FTF) and responses obtained in FTF interviews and ACASI compared using McNemar's χ2 for paired proportions. A paired Student's t-test was used to compare means of age, marital-time and parity when measuring interview mode effect and two-sample Student's t-test to compare means for samples stratified by education level – determined during the exit interview. A Chi-Square (χ2 test) was used to compare ability to use ACASI by education level.
Mean ages for intended time for breastfeeding as reported by ACASI were 11 months by ACASI and 19 months by FTF interviewing (p < 0.001). Introduction of complementary foods at ≤3 months was reported more frequently by respondents in ACASI compared to FTF interviews for 7 of 13 complementary food items commonly utilized in the study area (p < 0.05). More respondents reported use of unsuitable utensils for infant feeding in ACASI than in FTF interviewing (p = 0.001). In other sensitive questions, 7% more respondents reported unstable relationships with ACASI than when interviewed FTF (p = 0.039). Regardless of education level, respondents used ACASI similarly and majority (65%) preferred it to FTF interviewing mainly due to enhanced usability and privacy. Most respondents (79%) preferred ACASI to FTF for future interviewing.
ACASI seems to improve quality of information by increasing response to sensitive questions, decreasing socially desirable responses, and by preventing null responses and was suitable for collecting data in a setting where formal education is low.
- Exclusive Breastfeed
- Infant Feeding
- Sensitive Issue
- Exit Interview
- Complementary Food
Research conducted in low-income countries often yield contradictory results where sensitive issues are concerned even in similar studies and populations . One source of bias is socially desirable responses in face-to-face (FTF) interviewing. Consequently, data from studies on stigma-associated diseases such as HIV/AIDS may be flawed with potentially far-reaching implications on decision-making and public health policies.
The foregoing argument implies that traditional FTF interviewing is unsuitable for collecting potentially sensitive data and calls for alternative methods of interviewing that increase privacy and are less confrontational. ACASI is a method of interviewing conducted in a private setting and the interaction happens only between the respondent and the computer. This person-machine interaction eliminates the need for respondents to reply in a socially desirable manner, as would be the case in FTF interviewing. Studies have shown that privacy provided by ACASI increases reporting of sensitive behaviours [2–7]. Apparently, this increased reporting is not attributable to random errors [4, 8]. A plausible explanation given by Cooley and Turner suggests that increased reporting is because respondents are more willing to respond in an ACASI than in FTF interviewing . ACASI is more so apt where education is low since it eases the response task [2, 7, 8, 10]. ACASI program has other advantages such as preventing non-response by guiding respondents through the interview by providing prompts. Skips and branching are automated preventing punching errors occurring in manual data entry. With ACASI, the interview is standardised hence avoiding interviewer variations that would occur in many research settings where FTF interviewing is carried out with the assistance of several interviewers.
ACASI has been shown to be feasible among women in Africa . However, information on its use for interviewing mothers with low education and on sensitive issues in a clinical setting was lacking.
This study was carried within the PMTCT pilot project at the Karatina District Hospital, Nyeri, Kenya. Mothers enrolled in the project regularly visiting the antenatal clinic during a three-months period (Sept – Nov 2002) were invited to participate in the study. By the end of the study, we had approached 104 mothers and 80 of them had consented to be interviewed. This number formed the sample. Kikuyu and Kiswahili were the languages of instructions and questioning and all respondents were able to hear and understand either.
Using a crossover design, all the respondents were interviewed with each method of interviewing (ACASI and FTF). The first block of 70 respondents were interviewed using ACASI first, and the second block of 10 respondents were interviewed using FTF first. In the subsequent interviews, respondents undertook the opposite interview from the one that they had the first time. To investigate preferences, and attitudes for the two interview modes, we asked respondents questions about their experiences with both methods of interviewing in an exit FTF interview.
Study expectations and questions
In the context of HIV, mothers face stigma when choosing feeding options and they would want to conform to what is socially desirable. It was hypothesised that in FTF interview, respondents could give socially desirable responses. It was also hypothesised that ACASI could increase response rates for sensitive questions on relationships. The study sought to assess response differences when ACASI was used compared FTF interviewing. We also wanted to explore feasibility, usability, and acceptability of ACASI in a clinical setting.
Study instruments and data analysis
To handle the questioning and provide instructions and cues to respondents, a graphic user interface (GUI) of the ACASI program was developed using Macromedia Authorware® . We adopted 52 questions (a part of the English version of the questionnaire used in the PMTCT project), which were translated into Kikuyu and Kiswahili versions. Audio recording for both the Kikuyu and Kiswahili questions was done using Audiotools® shareware version . Audio editing was done in Adobe Premiere® . Finally, individual audio clips were inserted to correspond to questions in the ACASI program and a test-run of the program.
Data were analysed data using SPSS version 10.1  and Epi 6.04 . To compare means for age, marital-time and parity, we used a paired Student's t-test when measuring interview mode effect. We measured time taken by each mother to complete ACASI and used a Student's t-test to compare mean time taken by two groups of mothers – those educated up primary school level compared to mothers educated up to secondary school level. Level of education was determined for each mother from the exit interview. A Wilcoxon Signed Rank test was used for continuous variables for which distributions were skewed. For categorical variables, a Pearson Chi-Square (χ2 test) was used to compare proportions for independent variables and when the expected value was less than 5, the Fisher's Exact Test was used. McNemar's χ2 test was used to compare differences between paired proportions for categorical variables. For qualitative data, responses were reported literally and numbers of respondents giving similar responses indicated. Since the sample was larger than 30, we assumed normality in all analysis and a p-value of < 0.05 was considered statistically significant.
The Kenya PMTCT pilot project and the questionnaires used in this study had ethical approval from the Kenyatta national hospital ethical review committee and the national council of science and technology. The regional committee for medical research ethics, Norway-West also approved the study. Additional approval was not sought but all respondents orally consented to participate in the study.
Respondents comprised mostly of young mothers and their mean age was 25 years, (SD ± 5, range 17–38 years). Most respondents 49 (61%) had attained primary education and the rest 31 (39%) had attained secondary education. Most respondents (84%) were living in monogamous relationships. Mean duration for marital relationship was 4 years, (SD ± 4) by both modes of interviewing and parity ranged from 1 to 9. For all the demographic variables, data were not significantly different by mode of interviewing. Children to whom questions on infant feeding refer were more than 9 months old at the time of the interview.
Infant feeding practices
On the intended time for breastfeeding, data varied significantly by mode of interviewing. Fourteen respondents (18%) indicated that they wanted to breastfeed their infants for an extended period of 24 months by ACASI while in the FTF interview, 44 (55%) indicated that they wanted to breastfeed their infants for 24 months (p < 0.001).
Comparison of proportions of mothers who claimed to have introduced different food items at 3 and at 12 months by mode of interviewing: Audio computer-assisted self-interviewing (ACASI) or face-to-face (FTF) interview.
Foods and fluids
At ≤ 3 months of age
At 1 year of age
ACASI n (%)
FTF n (%)
ACASI n (%)
FTF n (%)
Fresh packet milk
Cow's or goat milk
Fruits and vegetables
Cassava and plantains
Reported utensils used to feed infants by mode of interviewing: Audio computer-assisted self-interviewing (ACASI) or face-to-face (FTF) interview.
Cup and spoon
Closed cup with holes on the snout
Respondents' experiences with the ACASI program
Comparison of the ability to use audio computer-assisted self-interviewing (ACASI) between mothers with primary versus secondary education.
Indicators for ability to use ACASI
Primary education (n = 49)
Secondary education (n = 31)
Unable to answer a question
Asked for help
Pressed repeat key
Preferences for and attitudes to mode of interviewing
Most respondents 52 (65%) preferred ACASI to FTF interviewing and the rest preferred either FTF (18 respondents, 23%), or both methods of interviewing (10 respondents, 13%). Preference though, did not vary by education level. Major reasons given for ACASI preference were: privacy, faster interviewing, and aspects of program usability such as (audio repetitions and prompts, the simultaneous on-screen text, clear instructions, the easy-to-use colour-coded number keypad). Some preferred FTF interviewing because the interviewer could clarify questions and respondents could ask other questions related to their own health in a FTF encounter. Three respondents felt that the computer was rigid in the way it asked questions.
Perceived privacy and confidentiality
Majority of the respondents (84%) thought ACASI offered more privacy than FTF interviewing. Five respondents thought FTF interviewing offered more privacy, 3 considered both methods equally private and 5 considered neither method private. Preference and perceived privacy were similar between both levels of education.
To assess the importance that respondents assigned to confidentiality, we asked them to tell us how important it was for their responses not to be seen by others. Twenty-six, (33%) indicated that 'it did not matter' while the majority 54 (68%) indicated that 'it was important that others do not see their responses'.
This is the first study comparing ACASI and FTF conducted in an African rural clinical setting among mothers with low formal education. ACASI and FTF interviewing yielded similar results to neutral questions but differed consistently whenever questions of a sensitive nature were asked. Since our aim was not to validate any of the methods of interviewing, any of the two methods could have yielded the more correct answers. However, consistency of data divergence between the methods suggests that ACASI yielded responses that were less influenced by perceptions of what was socially desirable compared to FTF interviewing.
At the antenatal clinic, the nurses stress in their morning health talk sessions the importance of exclusive breastfeeding for the first 6 months of an infant's life and advocate for extended breastfeeding for at least two years. Our study demonstrates early (≤ 3 months) and extensive introduction of food items, irrespective of interview mode. This information concurs with a study done in Malawi showing that exclusive breastfeeding is uncommon and complementary foods are introduced early in rural families . In the ACASI mode of interviewing even higher proportions of mothers reported early introduction of feeds, which suggests that the FTF responses were biased towards socially desirable responses.
Our data also indicates a bias of the FTF data in the direction of socially desirable responses for the intended length of breastfeeding. A larger proportion of mothers responded that they intended to breastfeed their infants for 24 months during FTF interviewing (44 respondents, 55%) as opposed to during ACASI (11 respondents, 14%). A plausible reason would be that respondents would want to confine their responses in FTF interviews to what they had been taught during the health talk sessions. Reported mean age of introducing protein-rich foods such as meat, eggs, or fish by ACASI mode was 117 days (approximately 4 months) and 173 days (approximately 6 months) by FTF interviewing. This discrepancy could mean that respondents knew that they should introduce protein-rich foods when their babies were older (as was taught during health talks) but in practice, they introduced protein-rich foods to babies at a young age.
More respondents (25%) indicated that they used a closed cup with holes on the snout for infant feeding in the ACASI interview compared to 6% in the FTF interview. Since this utensil is hard to clean, its use is discouraged in the morning health talks. It appears that the respondents gave socially desirable responses in the FTF interview hence the lower proportion reporting.
This study had some limitations. The ratio of respondents who undertook each of the interviewing methods in the first and subsequent interview were dissimilar (70:10 – ACASI first to FTF interviewing first). This was not due to design but because of lack of sufficient number of respondents in the second sequencing arm and we could not therefore effectively measure the effect of sequencing on responses. However, changing the order of interviewing only resulted to a decline in time respondents took to complete the ACASI interview among those who started on FTF interview first and ACASI second (t (72) = 2.626 p = 0.011, CI: 2 – 13 minutes) and had no effect on responses. Secondly, assignment of respondents to each of the interviewing sequencing arms was not random since it was done as a group of 70 (ACASI interviewing first) and the second group of 10 (FTF interviewing first) rather than an alternate assignment of respondents during recruitment to each of the interviewing mode.
Studies have shown that ACASI increases reporting of sensitive issues in high-income countries but until recently, few studies had tried this methodology in resource-poor settings. This is the first study on ACASI conducted in an African rural clinical setting among mothers with low formal education. Our study results are in agreement with results of several studies that have shown that ACASI increases reporting of sensitive issues [2–7]. Differences in responses with the two methods of interviewing show that data on infant feeding in the sensitive context of HIV when collected during face-to-face interviews may be influenced by the respondents tendency to give socially desirable responses. Relying on such data may lead to imprecise decisions on public health issues. Use of ACASI in research or program settings involving sensitive issues can improve data, information and conciseness of decision-making.
Research assistants of the PMTCT project at Karatina District Hospital-Kenya helped with the translation of the English questionnaire to Kikuyu and Kiswahili, did voices for the ACASI and were instrumental in informing the respondents about the study. We also thank the staff at the Karatina District Hospital, antenatal clinic for their cooperation. The University of Bergen, Norway funded the study and had no influence on any decisions taken in the study.
- Barbara S. Mensch, Paul C. Hewett, Annablel Erulkar: The Reporting of Sensitive Behaviour Among Adolescents: A Methodological Experiment in Kenya. 2001, New York, Population CouncilGoogle Scholar
- Debra A. Murphy, Stephen Durako, Larry R. Muenz, Craig M. Wilson: Marijuana Use among HIV-positive and High-risk Adolescents: A Comparison of Self-report through Audio Computer-assisted Self-administered Interviewing and Urinalysis. American Journal of Epidemiology. 2000, 152: 805-813. 10.1093/aje/152.9.805.View ArticleGoogle Scholar
- David S. Metzger, Beryl Koblin, Charles Turner, Helen Navaline, Francesca Valenti, Sarah Holte, Michael Gross, Amy Sheon, Heather Miller, Philip Cooley, George R. Seage III: Randomized Controlled Trial of Audio Computer-Assisted Self-Interviewing: Utility and Acceptability in Longitudinal Studies. American Journal of Epidemiology. 2000, 152: 99-106. 10.1093/aje/152.2.99.View ArticleGoogle Scholar
- Charles F. Turner, Leighton Ku, Frenya L.: Impact of ACASI on Reporting of Male-Male Sexual Contacts: Preliminary Results From the 1995 National Survey of Adolescent Males: ; Breckenridge, Colorado. Edited by: Warnecke R. 1995, DHHS, 171-176.Google Scholar
- Jessica Clark Newman, Don C. Des Jarlais, Charles F Turner, Jay Gribble, Phillip Cooley, Denise Paone: The Differential Effects of Face-to-Face and Computer Interview Modes. American Journal of Public Health. 2002, 92: 294-297.View ArticlePubMedPubMed CentralGoogle Scholar
- Roger Tourangeau, Tom W. Smith: Asking Sensitive Questions: The Impact of Data Collection Mode, Question Format and Question Content. Public Opinion Quarterly. 1996, 60: 275-304. 10.1086/297751.View ArticleGoogle Scholar
- Don C. Des Jarlais, Denise Paone, Judith Milliken, Charles F Turner, Heather Miller, James Gribble, Qiuhu Shi, Holly Hagan, Samuel R Friedman: Audio-computer interviewing to measure risk behaviour for HIV among injecting drug users: a quasi randomized trial. Lancet. 1999, 353: 1657-1662. 10.1016/S0140-6736(98)07026-3.View ArticleGoogle Scholar
- Janneke van de Wijgert, Nancy Padian, Stephen Shiboski, Charles Turner: Is audio computer-assisted self-interviewing a feasible method of surveying in Zimbabwe?. International Journal of Epidemiology. 2000, 29: 885-890. 10.1093/ije/29.5.885.View ArticleGoogle Scholar
- Philip C. Cooley, Charles F. Turner: Implementing Audio-CASI on Windows Platforms. Computers in Human Behavior. 1998, 14: 195-207. 10.1016/S0747-5632(98)00001-6.View ArticleGoogle Scholar
- M. L. Williams, R. C. Freeman, A. M. Bowen, L. Saunders: The acceptability of a computer HIV/AIDS risk assessment to not-in-treatment drug users. AIDS Care. 1998, 10: 701-711. 10.1080/09540129848325.View ArticleGoogle Scholar
- Macromedia: Authorware. 1987, , Macromedia Inc, 184.108.40.206Google Scholar
- Unrelated-Inventions: Audiotools. 1998, , Unrelated Inventions, 220.127.116.11Google Scholar
- Adobe: Adobe Premiere. 1991, , Adobe Systems Incorporated, 18.104.22.168Google Scholar
- SPSS: SPSS 10.1 for Windows. 1989, Chicago, Chicago Inc., 10.1Google Scholar
- Centers for Disease Control and Prevention, World Health Organization: Epi Info 6.04. 2001, Atlanta, Centers For Disease Control and Prevention (CDC), U.S.A and World Health Organization, Geneva, Switzerland, 6.04Google Scholar
- Vaahtera M, Kulmala T, Hietanen A, Ndekha M, Cullinan T, Salin ML, Ashorn P: Breastfeeding and complementary feeding practices in rural Malawi. Acta Paediatr. 2001, 90: 328-332. 10.1080/080352501300067730.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1472-6947/5/24/prepub
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