Missing mixed mode: elemental structures

One of the main concerns is the nature of the missing values. Let’s consider extremes for simplicity. If missing at random we have not to care about. But if missing shows structures that covariate with substantive variables we have to make decisions. There are, in fact, several options to take. We a...

Full description

Bibliographic Details
Main Author: Antonio Alaminos Chica
Format: Article
Language:Catalan
Published: Instituto Interuniversitario de Desarrollo Social y Paz, Universidad de Alicante 2012-12-01
Series:Revista Obets
Online Access:https://revistaobets.ua.es/article/view/2012-v7-n2-missing-mixed-mode-elemental-structures
_version_ 1818531399636877312
author Antonio Alaminos Chica
author_facet Antonio Alaminos Chica
author_sort Antonio Alaminos Chica
collection DOAJ
description One of the main concerns is the nature of the missing values. Let’s consider extremes for simplicity. If missing at random we have not to care about. But if missing shows structures that covariate with substantive variables we have to make decisions. There are, in fact, several options to take. We are speaking about one country, one mode. But if you go cross-cultural (or more precisely, cross-state nations) and mixed modes many questions raise. For example, the simple one. What are we comparing? Reports and books usually go straight into variables distributions and coefficient comparisons. This is possible because the annalist presume "tabula rasa" effect from data collections procedures. But this is not, frequently, the real situation. This paper will expose the mixed missing mode imprint in international surveys. This will help to evaluate how deal with this problem. Also, to consider the real meaning of observed cross-national differences.
first_indexed 2024-12-11T17:31:58Z
format Article
id doaj.art-11dc3262d38f44c0a18321130e53658f
institution Directory Open Access Journal
issn 2529-9727
1989-1385
language Catalan
last_indexed 2024-12-11T17:31:58Z
publishDate 2012-12-01
publisher Instituto Interuniversitario de Desarrollo Social y Paz, Universidad de Alicante
record_format Article
series Revista Obets
spelling doaj.art-11dc3262d38f44c0a18321130e53658f2022-12-22T00:56:47ZcatInstituto Interuniversitario de Desarrollo Social y Paz, Universidad de AlicanteRevista Obets2529-97271989-13852012-12-017232710.14198/OBETS2012.7.2.07Missing mixed mode: elemental structuresAntonio Alaminos ChicaOne of the main concerns is the nature of the missing values. Let’s consider extremes for simplicity. If missing at random we have not to care about. But if missing shows structures that covariate with substantive variables we have to make decisions. There are, in fact, several options to take. We are speaking about one country, one mode. But if you go cross-cultural (or more precisely, cross-state nations) and mixed modes many questions raise. For example, the simple one. What are we comparing? Reports and books usually go straight into variables distributions and coefficient comparisons. This is possible because the annalist presume "tabula rasa" effect from data collections procedures. But this is not, frequently, the real situation. This paper will expose the mixed missing mode imprint in international surveys. This will help to evaluate how deal with this problem. Also, to consider the real meaning of observed cross-national differences.https://revistaobets.ua.es/article/view/2012-v7-n2-missing-mixed-mode-elemental-structures
spellingShingle Antonio Alaminos Chica
Missing mixed mode: elemental structures
Revista Obets
title Missing mixed mode: elemental structures
title_full Missing mixed mode: elemental structures
title_fullStr Missing mixed mode: elemental structures
title_full_unstemmed Missing mixed mode: elemental structures
title_short Missing mixed mode: elemental structures
title_sort missing mixed mode elemental structures
url https://revistaobets.ua.es/article/view/2012-v7-n2-missing-mixed-mode-elemental-structures
work_keys_str_mv AT antonioalaminoschica missingmixedmodeelementalstructures