Item-nonresponse in a household sample survey in Colombia

被引：0
作者：
Ramoni-Perazzi, Josefa [1 ]
Orlandoni-Merli, Giampaolo [2 ]
Prasad-Sinha, Surendra [3 ]
机构：
[1] Univ Ind Santander, Escuela Econ & Adm, Grp Invest EMAR & GIDROT, Bucaramanga, Colombia
[2] Univ Santander, Fac Ciencias Exactas Nat & Agr, Grp Invest CIBAS, Bucaramanga, Colombia
[3] Univ Los Andes, Inst Estadist Aplicada & Comp, Merida, Venezuela
来源：
UIS INGENIERIAS | 2021年 / 20卷 / 02期
关键词：
item nonresponse; representativeness; household survey; missing data; sample quality; sample weights; R indicator; MCAR; MAR; NMAR; hourly wages; Colombia; INCOME; BIAS; REPRESENTATIVENESS; INDICATORS;
D O I：
10.18273/revuin.v20n2-2021011
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
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.
引用
收藏
页码：125 / 137
页数：13
相关论文
共 21 条
  • [1] Atrostic B.K., 2002, P AM STAT ASS SURVEY, P94
  • [2] Bethlehem J., 2011, HDB NONRESPONSE HOUS
  • [3] Bethlehem J. G., 2011, AENORM, V19, P24
  • [4] Beullens K., 2010, R INDICATORS FIELDWO
  • [5] Giusti C, 2011, J OFF STAT, V27, P211
  • [6] The impact of nonresponse rates on nonresponse bias - A meta-analysis
    Groves, Robert M.
    Peytcheva, Emilia
    [J]. PUBLIC OPINION QUARTERLY, 2008, 72 (02) : 167 - 189
  • [7] INCOME AND OUTCOMES SOCIAL DESIRABILITY BIAS DISTORTS MEASUREMENTS OF THE RELATIONSHIP BETWEEN INCOME AND POLITICAL BEHAVIOR
    Hariri, Jacob Gerner
    Lassen, David Dreyer
    [J]. PUBLIC OPINION QUARTERLY, 2017, 81 (02) : 564 - 576
  • [8] Imbens GW, 2015, CAUSAL INFERENCE FOR STATISTICS, SOCIAL, AND BIOMEDICAL SCIENCES: AN INTRODUCTION, P1, DOI 10.1017/CBO9781139025751
  • [9] Kappelhof JWS, 2014, SURV RES METHODS-GER, V8, P81
  • [10] Luiten A., 2010, EUR C QUAL OFF STAT, P4
123