IDEAS home Printed from https://ideas.repec.org/p/ags/unasrr/234306.html
   My bibliography  Save this paper

Assessing the Effect of Calibration on Nonresponse Bias in the 2005 ARMS Phase III Sample Using 2002 Census of Agriculture Data

Author

Listed:
  • Earp, Morgan S.
  • McCarthy, Jaki S.
  • Schauer, Nick D.
  • Kott, Phil S.

Abstract

The United States Department of Agriculture’s National Agricultural Statistics Service conducts the annual Agricultural Resource Management Survey (ARMS) in three phases. The third phase of the ARMS collects detailed economic data which is highly sensitive, and thus this phase suffers from lower response rates. With the release of the 2006 Office of Management and Budget Standards and Guidelines for Statistical Surveys, response rates lower than 80 percent may not only result in nonresponse bias, but they can jeopardize the future of surveys carried out by federal agencies. Based on the assumption that the use of calibrated weights derived from appropriate targets addresses nonresponse bias, the effect of the 2005 Phase III ARMS calibrated weights on relative bias of the mean was tested for all cases sampled in the 2005 ARMS with Census 2002 expenditure data. The results showed that calibrated weights decreased bias levels so that they were no longer significantly different from zero for almost 90 percent of the “study variables” (p < .05).

Suggested Citation

  • Earp, Morgan S. & McCarthy, Jaki S. & Schauer, Nick D. & Kott, Phil S., 2008. "Assessing the Effect of Calibration on Nonresponse Bias in the 2005 ARMS Phase III Sample Using 2002 Census of Agriculture Data," NASS Research Reports 234306, United States Department of Agriculture, National Agricultural Statistics Service.
    • Handle: RePEc:ags:unasrr:234306
    DOI: 10.22004/ag.econ.234306
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/234306/files/assessing%20the%20effect%20of%20calibration%20on%20nonresponse%20bias%20in%20the%202005%20arms%20phase%20iii%20sample%20using%202002%20census.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.234306?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mitchell, Melissa & Ott, Kathy & Ridolfo, Heather & McCarthy, Jaki, 2015. "Targeted Data Collection Efforts for the 2013 ARMS III," NASS Research Reports 234304, United States Department of Agriculture, National Agricultural Statistics Service.
    2. Mitchell, Melissa & Ott, Kathy & McCarthy, Jaki, 2015. "Targeted Data Collection Efforts for the 2012 ARMS III," NASS Research Reports 234303, United States Department of Agriculture, National Agricultural Statistics Service.
    3. repec:ags:unassr:234303 is not listed on IDEAS
    4. repec:ags:unassr:234304 is not listed on IDEAS
    5. Tran, HoaiNam N. & Gerling, Michael W. & Mitchell, Melissa & Hopper, Rich & O'Connor, Terry, 2012. "Examining Nonresponse Occurring in the National Agricultural Statistics Service’s 2009 Agricultural Resource Management Survey Phase III," NASS Research Reports 234305, United States Department of Agriculture, National Agricultural Statistics Service.
    6. repec:ags:unassr:234305 is not listed on IDEAS

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:unasrr:234306. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://www.nass.usda.gov/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.