Mixed-mode on Victimisation Survey : Safe or Risky?
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1 Mixed-mode on Victimisation Survey : Safe or Risky? Results of a French Experiment Tiaray Razafindranovona, Carine Burricand, Bruno Dietsch, Gaël de Peretti September 5th, 2014
2 2 Introduction Context of households surveys Demand for better quality, more complexity in a general context of budgetary reduction! Mixed-mode to face these challenges? Experimental surveys will help to answer
3 3 Principles of French experiments An experiment for (almost) each new household survey General results on mixed-mode surveys not sufficient Experiments in parallel of each new CAPI survey No interference with main survey Workload Sampling frames Each survey must test something new Accumulation of experience Test of new specific points not already handled
4 4 Standard mixed-mode protocol Sample frames Name and adress for massmailing Available in taxpayers files Questionnaire Fitted subset of the CAPI questionnaire Length around 10/15 minutes Notification letter, reminders First, a postal mail with a notification letter (URL, login, password) 2 reminders (first one with paper questionnaire)
5 5 Examples of experiments Housing 2010 (Amiel, Denoyelle, 2012) Quality of Life at Work 2013 (Razafindranovona et al., 2013) Safety Survey 2013 Housing 2014 Focus on rental amount External documents without the interviewer? Wealth 2015 Focus on value of real estate property Deviations from market value without the interviewer? Dedicated Project on Labour Force Survey
6 6 Living environment and safety survey (CVS) Thefts, violence and safety (VVS) Living environment and safety survey (face-to-face survey) Allows to estimate rates of victimization, to study profiles of victims, to analyze relationship between victimization and feeling of insecurity Confrontation with administrative records Protocol : face-to-face survey with audio-casi (headphone) for sensitive questions (sexual violence, violence within the household) Experimental parallel survey : Thefts, violence and safety Tackles same topics : shorter version of the questionnaire, questions on violence within the household are not asked for security concerns.
7 7 VVS Protocols and problem of selection individuals drawn in a base built on taxpayers files Two different protocols to prevent from auto-selection (persons from the same household that respond instead of the selected individual) - A second couple of login and password is given : another person in the household could respond to the questionnaire (these voluntary respondents are excluded from the analysis) - The questionnaire includes a table where all the members of the household could report their sexe, age and victimizations Control with variables of the sampling frame (sex, age) to detect suspicious cases of auto-selection
8 8 VVS Response rates Response rate of 32 % (about questionnaires) Balanced repartition between paper and web - 53 % paper - 47 % web No significant difference between the 2 different protocols (response rate, rates of victimization)
9 9 VVS - Characteristics of respondents Web respondents younger, with a higher level of education and richer - Median age 44 years (web), 58 years (paper), 48 years (sample) - Median annual income (web), (paper), (sample) - Proportion of individuals with tertiary education 45 % (web), 22 % (paper), 24 % (general population)
10 1 CVS / VVS comparison Victimization rates don t converge even after multiple calibrations! Thefts without violence (in 2011 and 2012) CVS 2,8 % VVS after non-response correction 6,4 % + sociodemographic calibration 6,4 % + calibration on number of complaints 5,4 % + calibration on feeling of insecurity 4,6 %
11 1 Uncontrolled selection (1) divergence between rates of CVS and VVS mostly explained by uncontrolled selection Our hypothesis : people that are interested by the topic of the survey, and, in particular, those who are victims, tend to respond more than the others (problem of nonignorable nonresponse when participation is correlated to the key variables) Interviewers convince even the less interested people to participate but this is not possible with auto-administered questionnaires
12 1 Uncontrolled selection (2) Illustration of these problems of uncontrolled selection within the protocol of VVS : one proxy for «motivation» could be the timing of the response (for the web respondents), before or after the first reminder. victimization rates are higher for early respondants Threats (in 2011 and 2012) Before reminder 10,3 % After reminder 7,2 %
13 1 Mode effects? Difficult to disentangle selection and mode effect but, for example, some suspicions of double counting for some victimizations due to : - structure of questionnaire - ambiguousness of some concepts (ex: thefts with violence vs physical violence)
14 1 Conclusion Victimization survey can t rely solely on auto-administered questionnaires Before integrating web mode in the protocol, robust results on mode effects are needed (but difficult to measure because of uncontrolled selection) Mixed-mode not to be forced without prior evaluation of quality
15 1 References Amiel, M. H,. and Denoyelle, T. (2012), Enquêtes en ligne : comparaison de modes de questionnement sur le thème du logement, XIèmes Journées de Méthodologie Statistique de l Insee de Peretti, G., and Razafindranovona, T. (2013), Les enquêtes multimode : multi-solution ou multiproblème?, 45 e Journées de Statistique de la SFDS. de Peretti, G., and Razafindranovona, T. (2014), Les enquêtes multimode : attention aux effets de mode, Statistique et Société, vol.2 No 2. Gombault V. et Duée M. (2012), Un exemple d enquête multimode à l Insee : l enquête TIC auprès des ménages, 7ème colloque francophone sur les sondages. Razafindranovona T. (2013), La collecte multimode et le paradigme de l erreur d enquête totale, Séminaire de méthodologie statistique du Département des méthodes statistiques (Insee) Razafindranovona T., Barrau A. and de Peretti G. (2013), The philosophy of French experiments on Internet and mixed-mode data collection, Seminar on Statistical Data Collection Sautory O. (1993), La macro CALMAR : redressement d un échantillon par calage sur marges, Série des documents de travail de la Direction des Statistiques Démographiques et Sociales
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