Don’t Know or Won’t Say? Exploring How Colorblind Norms Shape Item Nonresponse in Social Surveys

2017 ◽  
Vol 4 (3) ◽  
pp. 417-433 ◽  
Author(s):  
Elizabeth C. Alexander

Colorblind norms play an important role in shaping how people discuss race. There is reason to believe that these norms also affect the ways respondents interact with social surveys. Specifically, some respondents may be using nonresponse as a tactic to not discuss race in social surveys. If this is the case, very different demographics of respondents would be most prone to nonresponse, and the phenomenon should also vary on the basis of the interviewer’s race. The author conducted bivariate and multivariate analysis of the Chicago Area Study to examine whether colorblindness may be promoting “don’t know” responses and item refusals. The author finds that nonresponse to a perceived race of interviewer item follows a distinct pattern consistent with previous research on colorblind norms. For example, white respondents have nearly five times the rate of nonresponse compared with blacks and Latinos. Bolstering the colorblindness theory, an interracial interview context nearly triples the nonresponse rate compared with same-race interviews. Findings of this research have important implications for both survey researchers using social surveys to examine race and racial attitudes and race scholars who seek to understand the prevalence of colorblind norms across society.

1973 ◽  
Vol 20 (3) ◽  
pp. 126-135 ◽  
Author(s):  
Arthur E. Dell Orto ◽  
John E. Jordan

2021 ◽  
pp. C1-C2
Author(s):  
Katharina M. Meitinger ◽  
Timothy P. Johnson

2019 ◽  
Vol 8 (5) ◽  
pp. 851-876
Author(s):  
Sabine Friedel

Abstract Personal income and assets are sensitive topics to discuss. This phenomenon is reflected in high rates of nonresponse to financial questions in surveys. In face-to-face surveys, item nonresponse is influenced by interviewers. Although interviewers are trained to conduct standardized interviews, some obtain a higher number of item nonresponses than others. This study examines interviewer effects on nonresponse to questions about household income, bank balances, and interest and dividend income in the Survey of Health, Ageing and Retirement in Europe (SHARE). It first investigates the extent to which interviewers affect nonresponse to income and asset questions and second whether interviewers’ prior expectations regarding respondents’ likelihood to provide information about their income predict actual nonresponse rates. Results of multilevel modeling show that interviewer influence on nonresponse to the income and asset questions was significant at the five percent level. In addition, interviewer expectations were significantly correlated with “don’t know” responses and “refusals.” These results indicate that interviewer expectations matter in the context of income and asset questions and that survey practitioners should take this into account when designing interviewer training.


2021 ◽  
Vol 20 (2) ◽  
Author(s):  
Josefa Ramoni-Perazzi ◽  
Giampaolo Orlandoni-Merli ◽  
Surendra Prasad-Sinha

Item nonresponse occurs when sample units do not provide information on a particular variable, problem that may affect the representativeness of the sample and the reliability of the estimates. Efforts to reduce the item nonresponse rate do not necessarily improve the quality of the information. Besides the nonresponse rate, representativeness indicators can be used to measure the quality of the collected data. This paper analyzes the wage nonresponse mechanism of a household survey in Colombia and evaluates the quality of the wage information in two different periods of time (2008:4 and 2017:4). The results show a low but increasing nonresponse rate whose behavior does not seem to be associated with the set of observables considered. This result is of value since the selection of the adequate imputation method relies on the assumptions on the missing data mechanism.


1966 ◽  
Vol 24 ◽  
pp. 188-189
Author(s):  
T. J. Deeming

If we make a set of measurements, such as narrow-band or multicolour photo-electric measurements, which are designed to improve a scheme of classification, and in particular if they are designed to extend the number of dimensions of classification, i.e. the number of classification parameters, then some important problems of analytical procedure arise. First, it is important not to reproduce the errors of the classification scheme which we are trying to improve. Second, when trying to extend the number of dimensions of classification we have little or nothing with which to test the validity of the new parameters.Problems similar to these have occurred in other areas of scientific research (notably psychology and education) and the branch of Statistics called Multivariate Analysis has been developed to deal with them. The techniques of this subject are largely unknown to astronomers, but, if carefully applied, they should at the very least ensure that the astronomer gets the maximum amount of information out of his data and does not waste his time looking for information which is not there. More optimistically, these techniques are potentially capable of indicating the number of classification parameters necessary and giving specific formulas for computing them, as well as pinpointing those particular measurements which are most crucial for determining the classification parameters.


2020 ◽  
Vol 29 (3) ◽  
pp. 1574-1595
Author(s):  
Chaleece W. Sandberg ◽  
Teresa Gray

Purpose We report on a study that replicates previous treatment studies using Abstract Semantic Associative Network Training (AbSANT), which was developed to help persons with aphasia improve their ability to retrieve abstract words, as well as thematically related concrete words. We hypothesized that previous results would be replicated; that is, when abstract words are trained using this protocol, improvement would be observed for both abstract and concrete words in the same context-category, but when concrete words are trained, no improvement for abstract words would be observed. We then frame the results of this study with the results of previous studies that used AbSANT to provide better evidence for the utility of this therapeutic technique. We also discuss proposed mechanisms of AbSANT. Method Four persons with aphasia completed one phase of concrete word training and one phase of abstract word training using the AbSANT protocol. Effect sizes were calculated for each word type for each phase. Effect sizes for this study are compared with the effect sizes from previous studies. Results As predicted, training abstract words resulted in both direct training and generalization effects, whereas training concrete words resulted in only direct training effects. The reported results are consistent across studies. Furthermore, when the data are compared across studies, there is a distinct pattern of the added benefit of training abstract words using AbSANT. Conclusion Treatment for word retrieval in aphasia is most often aimed at concrete words, despite the usefulness and pervasiveness of abstract words in everyday conversation. We show the utility of AbSANT as a means of improving not only abstract word retrieval but also concrete word retrieval and hope this evidence will help foster its application in clinical practice.


2005 ◽  
Vol 173 (4S) ◽  
pp. 303-303
Author(s):  
Diana Wiessner ◽  
Rainer J. Litz ◽  
Axel R. Heller ◽  
Mitko Georgiev ◽  
Oliver W. Hakenberg ◽  
...  

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