• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to project page

2006 Fiscal Year Final Research Report Summary

Implementation of weighting system for mixed-mode social surveys

Research Project

Project/Area Number 16330114
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Sociology
Research InstitutionThe Institute of Statistical Mathematics

Principal Investigator

MAEDA Tadahiko  The Institute of Statistical Mathematics, Department of Data Science, Associate Professor, データ科学研究系, 助教授 (10247257)

Co-Investigator(Kenkyū-buntansha) SAKAMOTO Yoshiyuki  The Institute of Statistical Mathematics, Department of Data Science, Professor, データ科学研究系, 教授 (50000211)
NAKAMURA Takashi  The Institute of Statistical Mathematics, Department of Data Science, Professor, データ科学研究系, 教授 (20132699)
TSUCHIYA Takahiro  The Institute of Statistical Mathematics, Department of Data Science, Associate Professor, データ科学研究系, 助教授 (00270413)
MATSUMOTO Wataru  The Institute of Statistical Mathematics, Department of Data Science, Assistant Professor, データ科学研究系, 助手 (10390585)
HOSHINO Takahiro  The University of Tokyo, Department of Cognitive and Behavioral Sciences, Assistant Professor, 大学院総合文化研究科, 講師 (20390586)
Project Period (FY) 2004 – 2006
Keywordsmode effect in surveys / covariate adjustment / non-probability sampling / random sampling / web survey / self-administration questionnaire / mail survey / propensity score
Research Abstract

The purpose of the present study was to propose a method for making a weight variable to adjust for the covariate distribution when mixed-mode surveys were administered simultaneously on different subsets of population. We also apply our method to real survey data to discuss its utility. Specifically we pay attention to comparison of survey by mail or face-to-face interview administered to probability samples and web survey administered on non-probability samples. We use the latter to approximate the former. The core of our method is estimating the propensity score, based on the framework of covariate adjustment.
As the result of our study, we found that in approximating the results of surveys on probability sample by results of survey done on non-probability samples by different mode, choosing good sets of covariate is very important. We proposed a four-step procedure of variable selection for better covariate adjustment. In addition, we also emphasized that obtaining results of high quality in web survey itself is another key for success in that approximation. We discussed various aspects of quality control in web survey administration. Based on these results, we will further investigate into the task of appropriately integrate the results of mixed-mode surveys into single estimates of population parameter.

  • Research Products

    (25 results)

All 2007 2006 2005 Other

All Journal Article (25 results)

  • [Journal Article] インターネット調査に対する共変量調整法のマーケティングリサーチへの適用と調整効果の再現性の検討2007

    • Author(s)
      星野崇宏
    • Journal Title

      行動計量学 34巻1号

      Pages: 33-48

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An experimental research of reproducibility of bias reduction using propensity score adjustment for Internet marketing surveys2007

    • Author(s)
      Hoshino, T.
    • Journal Title

      The Japanese Journal of Behaviormetrics Vo1.34, No.1

      Pages: 33-48

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] 傾向スコアを用いた補正法の有意抽出による標本調査への応用と共変量の選択法の提案2006

    • Author(s)
      星野崇宏, 前田忠彦
    • Journal Title

      統計数理 54巻1号

      Pages: 191-206

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 自記式調査における実査方式間の比較研究-ウェブ調査の特徴を調べるための実験的検討-2006

    • Author(s)
      前田忠彦, 大隅 昇
    • Journal Title

      ESTRELA 143号

      Pages: 12-19

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] NPOの存在理由と組織化との関係2006

    • Author(s)
      松本 渉
    • Journal Title

      日本経営学会誌 18巻

      Pages: 56-68

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 情報化社会における調査に向けての一展望2006

    • Author(s)
      松本 渉
    • Journal Title

      統計数理研究所Research Memorandum No.987

      Pages: 1-16

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 東アジアにおける組織に対する信頼感-国際比較のための信頼感の分析-2006

    • Author(s)
      松本 渉
    • Journal Title

      行動計量学 33巻1号

      Pages: 25-40

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 組織に対する信頼の安定性-JGSS累積データ2000-2003を用いた多母集団同時分析-2006

    • Author(s)
      松本 渉
    • Journal Title

      日本版General Social Surveys研究論文集 5巻

      Pages: 59-69

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 「調査への指向性」変数を用いた調査不能バイアス補正の試み : 「日本人の国民性調査」データへの適用2006

    • Author(s)
      土屋隆裕
    • Journal Title

      日本統計学会誌 36,J(1)

      Pages: 1-23

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Applying propensity-score adjustment to social surveys with non-random sampling and a selection criterion for covariates2006

    • Author(s)
      Hoshino, T., Maeda, T.
    • Journal Title

      Proceeding of the Institute of Statistical Mathematics Vol.54, No.1

      Pages: 191-206

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A comparison among survey conditions with self-administration questionnaire : An experimental investigation for clarifying the quality of Web survey.2006

    • Author(s)
      Maeda, T., Ohsumi, N.
    • Journal Title

      ESTRELA No.143

      Pages: 12-19

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Sense of trust on organization in East Asia : Analysis for a cross-national comparative study2006

    • Author(s)
      Matsumoto, W.
    • Journal Title

      The Japanese Journal of Behaviormetrics Vol.34, No.1

      Pages: 25-40

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] 欠測群の周辺分布の母数に対する傾向スコアを用いた重み付きM推定量の提案と介入効果研究への応用2005

    • Author(s)
      星野崇宏
    • Journal Title

      行動計量学 32巻2号

      Pages: 121-132

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 郵送調査法の特徴に関する-研究-面接調査法との比較を中心として-2005

    • Author(s)
      前田忠彦
    • Journal Title

      統計数理 53巻1号

      Pages: 57-81

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] コウホート分析における交互作用効果モデル再考2005

    • Author(s)
      中村 隆
    • Journal Title

      統計数理 53巻1号

      Pages: 103-132

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 日本人の国民性50年の軌跡-「日本人の国民性調査」から-2005

    • Author(s)
      坂元慶行
    • Journal Title

      統計数理 53巻1号

      Pages: 3-33

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 統計的日本人研究の最近の話題から(5) 日本人の国民性 50年の軌跡(5)2005

    • Author(s)
      坂元慶行
    • Journal Title

      ESTRELA 140

      Pages: 48-51

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 調査不能者の特性に関する-考察-「日本人の国民性第11次全国調査」への協力理由に関する事後調査から-2005

    • Author(s)
      土屋隆裕
    • Journal Title

      統計数理 53巻1号

      Pages: 35-56

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Propensity score weighted M estimation for general parametric models for groups with complete missingness and its application to intervention effects2005

    • Author(s)
      Hoshino, T.
    • Journal Title

      The Japanese Journal of Behaviormetrics Vol.32, No.2

      Pages: 121-132

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A study on the characteristics of mail survey : A comparison with face-to-face interviewing2005

    • Journal Title

      Proceeding of the Institute of Statistical Mathematics Vol.53, No.1

      Pages: 57-81

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Reconsideration of a Bayesian age-period-cohort model by age-period interaction effects2005

    • Author(s)
      Nakamura, T.
    • Journal Title

      Proceeding of the Institute of Statistical Mathematics Vo1.53, No.1

      Pages: 103-132

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A statistical research on the Japanese national character : General trends in attitudes over the past fifty years2005

    • Author(s)
      Sakamoto, Y.
    • Journal Title

      Proceeding of the Institute of Statistical Mathematics Vol.53, No.1

      Pages: 3-33

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A study of the characteristics of nonrespondents : A postsurvey of the reason for cooperation to the eleventh nationwide survey on the Japanese national character2005

    • Author(s)
      Tsuchiya, T.
    • Journal Title

      Proceeding of the Institute of Statistical Mathematics Vol.53, No.1

      Pages: 35-56

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A perspective on surveys in the information society

    • Author(s)
      Matsumoto, W.
    • Journal Title

      Research Memorandum (The Institute of Statistical Mathematics) No.987

      Pages: 1-16

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A study of nonresponse adjustment with information on respondents' survey oriented characteristics : An application to the survey of the Japanese national character

    • Author(s)
      Tsuchiya, T.
    • Journal Title

      Journal of the Japan Statistical Society Vol.36, Japanese issue, No.1

      Pages: 1-23

    • Description
      「研究成果報告書概要(欧文)」より

URL: 

Published: 2008-05-27  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi