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Volumn 129, Issue 2, 2006, Pages 23-38

Understanding the employment measures from the CPS and CES survey

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EID: 33644793318     PISSN: 00981818     EISSN: 00981818     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (32)

References (40)
  • 1
    • 33644796754 scopus 로고    scopus 로고
    • note
    • The National Bureau of Economic Research is generally recognized as the arbiter of business-cycle turning points. The organization determined that the latest recession began in March 2001 and ended in November of that year.
  • 2
    • 33644797206 scopus 로고    scopus 로고
    • note
    • Since this article was prepared, data for recent years have been subject to routine revisions for seasonal adjustment, household survey population controls, and establishment survey benchmarking. These revisions do not significantly change the discrepancy between the surveys as it is described herein.
  • 3
    • 84887566071 scopus 로고    scopus 로고
    • Detailed information on both the CES survey and the CPS is found in the on the Internet at (See chapter 1 for the CPS and chapter 2 for the CES survey)
    • Detailed information on both the CES survey and the CPS is found in the BLS Handbook of Methods, on the Internet at http://www.bls.gov/opub/hom/homtoc.htm. (See chapter 1 for the CPS and chapter 2 for the CES survey.)
    • BLS Handbook of Methods
  • 4
    • 33644791394 scopus 로고    scopus 로고
    • note
    • The household survey sample of approximately 60,000 addresses is selected from all countries and independent cities in the United States. The 3,141 countries and cities are formed into 2,007 sample areas (Primary Sampling Unites, or PSU's), which are then grouped into strata within each State. Then one sample area is chosen from within each stratum, with the probability of selection proportional to the population within the PSU; this totals 754 PSU'S. Sampling groups within these PSU'S are in the sample for 4 consecutive months, leave the sample for the next 8 months, and then return for the next 4 months. In each month, 1 of the 8 rotation groups is in its first month, while another rotation group is in its second months, and the group in its fifth month is returning after a break of 8 months. This rotation procedure allows the sampled households not to be overburdened. The CES sample includes about 160,000 businesses and government agencies in the United States, covering about 400,000 worksites. In June 2003, the CES program completed a redesign and moved from a quota-based sample to a probability-based sample. The program began to introduce the new sample in 2000 with one industry, and by June 2003, it was used for all industries under NAICS. The new sample design is a stratified, simple random sample of worksites clustered by Unemployment Insurance (UI) account number. The sampling frame for the CES survey is the list of employers in the Longitudinal Database (LDB) a universe file of business establishments that is derived from the UI tax system and collected by the BLS Quarterly Census of Employment and Wages (QCEW) program. The frame and the sample are updated twice a year. The sample is stratified by State, employment size, and industry. Each year, approximately 40,000 new units are added to the sample in order to rotate part of it, get representation from new firms, and realign the sample distribution with the universe distribution.
  • 5
    • 0001990743 scopus 로고
    • "Revisions in the Current Population Survey Effective January 1994"
    • For more information on the 1994 CPS redesign, (Bureau of Labor Statistics, February)
    • For more information on the 1994 CPS redesign, see "Revisions in the Current Population Survey Effective January 1994," Employment and Earnings (Bureau of Labor Statistics, February 1994), pp. 13-37.
    • (1994) Employment and Earnings , pp. 13-37
  • 6
    • 0242710535 scopus 로고    scopus 로고
    • "Recent changes in the national Current Employment Statistics survey"
    • For further details on changes in the CES survey in 2003, June on the Internet at
    • For further details on changes in the CES survey in 2003, see Teresa L. Morisi, "Recent changes in the national Current Employment Statistics survey," Monthly Labor Review, June 2003, pp. 3-13; \ on the Internet at http://www.bls.gov/opub/mlr/2003/06/art1full.pdf.
    • (2003) Monthly Labor Review , pp. 3-13
    • Morisi, T.L.1
  • 7
    • 84858561390 scopus 로고    scopus 로고
    • "Concurrent seasonal adjustment for national CES survey"
    • Concurrent seasonal adjustment for the CES uses updated seasonal factors not only for the latest month, but also for the previous 2 months. With the release of each new estimate, these factors are routinely revised to incorporate additional sample responses for those months. Once a year, 5 years of historical monthly estimates are revised with the latest seasonal factors. For further information on concurrent seasonal adjustment for the CES, October on the Internet at
    • Concurrent seasonal adjustment for the CES uses updated seasonal factors not only for the latest month, but also for the previous 2 months. With the release of each new estimate, these factors are routinely revised to incorporate additional sample responses for those months. Once a year, 5 years of historical monthly estimates are revised with the latest seasonal factors. For further information on concurrent seasonal adjustment for the CES, see Chris Manning, "Concurrent seasonal adjustment for national CES survey," Monthly Labor Review, October 2003, pp. 39-43; on the Internet at http://www.bls.gov/opub/mlr/2003/10/ressum2.pdf.
    • (2003) Monthly Labor Review , pp. 39-43
    • Manning, C.1
  • 8
    • 84858565204 scopus 로고    scopus 로고
    • "Revisions to the Current Population Survey Effective in January 2003"
    • Some changes to the composite weighting also were implemented in the CPS in January 2003, and the survey questions on race and Hispanic ethnicity were modified to comply with new standards set by the Office of Management and Budget. Further details on the CPS changes in January 2003 are found in on the Internet at
    • Some changes to the composite weighting also were implemented in the CPS in January 2003, and the survey questions on race and Hispanic ethnicity were modified to comply with new standards set by the Office of Management and Budget. Further details on the CPS changes in January 2003 are found in "Revisions to the Current Population Survey Effective in January 2003," on the Internet at http://www.bls.gov /cps/rvcps03.pdf,
  • 9
    • 0003650556 scopus 로고    scopus 로고
    • and in (Bureau of Labor Statistics, February)
    • and in Employment and Earnings (Bureau of Labor Statistics, February 2003), pp. 4-23.
    • (2003) Employment and Earnings , pp. 4-23
  • 10
    • 33644811866 scopus 로고    scopus 로고
    • note
    • In the CPS, only the latest month is seasonally adjusted with the latest seasonal factors. Once a year, 5 years of historical monthly estimates are revised with the latest seasonal factors.
  • 11
    • 33644792388 scopus 로고    scopus 로고
    • note
    • Two such situations are as follows: Faculty in schools. The CES survey has a special treatment for "regular" faculty members of elementary and secondary schools and colleges and universities. Regular faculty are those persons who are professional or certified and who have a contractual arrangement (written or otherwise) for 1 or more years. Regular faculty are counted as employed the entire year, regardless of whether they get paid year round or have 9-or 10-month payment plans. This means that regular faculty members who do not work during the summer break or other breaks are still counted as employed. The treatment of regular faculty members differs from that of workers in all other industries in the CES program, who must have been paid during the reference week in order to be counted. In the CES survey, if regular faculty take another job during the summer months, they are counted twice for those months. The household survey has no such special treatment for faculty. One of the categories for those "with a job, not at work" includes vacation; therefore, faculty with a written or verbal contract to return to teaching in the fall would still be counted as employed during the summer break. Because CPS employment is a count of those employed, faculty who take a second job during the summer are not counted twice. Census workers. Every 10 years, the Census Bureau hires a number of temporary workers to staff the decennial census. Although some hiring is done prior to the census year, the bulk of the increase in workers and of the subsequent decline occurs in approximately February through May of the census year. The influx of these workers causes spikes in Federal Government employment and in total nonagricultural employment in the CES survey as additional jobs are added to payrolls. In order to connt the new workers accurately the Census Bureau transmits to the CES program actual counts of temporary workers hired to staff the census, and the CES program incorporates the counts into the CES survey estimates. The household survey does not add in outside counts for temporary census workers. Because the CPS counts each person who is employed once and does not count jobs, persons who have second jobs as temporary census workers will not be counted twice, as they would be in the CES survey. Household survey employment does not show any discernible effects due to the hiring of temporary census workers.
  • 12
    • 33644807245 scopus 로고    scopus 로고
    • note
    • These data on secondary jobs are available from outgoing rotation groups in the CPS sample.
  • 13
    • 0343668751 scopus 로고
    • "Measuring Employment and Unemployment"
    • President's Committee to Appraise Employment and Unemployment Statistics
    • "Measuring Employment and Unemployment," President's Committee to Appraise Employment and Unemployment Statistics, 1962, pp. 113-21.
    • (1962) , pp. 113-121
  • 14
    • 0040654162 scopus 로고
    • "Comparing employment estimates from house-hold and payroll surveys"
    • December
    • Gloria P. Green, "Comparing employment estimates from house-hold and payroll surveys," Mmddy Labor Review, December 1969, pp. 9-20.
    • (1969) Monthly Labor Review , pp. 9-20
    • Green, G.P.1
  • 15
    • 33644789177 scopus 로고    scopus 로고
    • note
    • See note 10, earlier, for a description of the treatment of faculty.
  • 16
    • 0347489944 scopus 로고
    • (National Commission on Employment and Unemployment Statistics, Labor Day)
    • Counting the Labor Force (National Commission on Employment and Unemployment Statistics, Labor Day 1979), pp. 193-99.
    • (1979) Counting the Labor Force , pp. 193-199
  • 17
    • 84858561086 scopus 로고
    • "Comparison of Nonagricultural Estimates from Two Surveys"
    • March
    • John F. Stinson, Jr., "Comparison of Nonagricultural Estimates from Two Surveys," Employment and Earnings, March 1994, pp. 6-9.
    • (1994) Employment and Earnings , pp. 6-9
    • Stinson Jr., J.F.1
  • 18
    • 33644813808 scopus 로고
    • "Moonlighting: A key to differences in measuring employment growth"
    • February
    • John F. Stinson, Jr., "Moonlighting: a key to differences in measuring employment growth," Monthly Labor Review, February 1987, pp. 30-31.
    • (1987) Monthly Labor Review , pp. 30-31
    • Stinson Jr., J.F.1
  • 19
    • 0012233274 scopus 로고
    • "How many new jobs since 1982? Data from two surveys differ"
    • August
    • Paul O. Flaim, "How many new jobs since 1982? Data from two surveys differ," Monthly Labor Review, August 1989, pp. 10-15.
    • (1989) Monthly Labor Review , pp. 10-15
    • Flaim, P.O.1
  • 20
    • 1842859771 scopus 로고    scopus 로고
    • report to the Federal Economic Statistics Advisory Committee on October 17, on the Internet at Note that the reconciliation methodology used at the time was somewhat different from the current procedure. As a result, the report to the committee shows the unexplained portion of the employment discrepancy for 1994-2000 to be 4.2 million, somewhat less than the 4.5 million derived with current methods for this article
    • Thomas Nardone, Mary Bowler, Jurgen Kropf, Katie Kirkland, and Signe Wetrogan, Examining the Discrepancy in Employment Growth between the CPS and the CES, report to the Federal Economic Statistics Advisory Committee on October 17, 2003; on the Internet at http://www.bls.gov/bls/fesacp2101703.pdf. Note that the reconciliation methodology used at the time was somewhat different from the current procedure. As a result, the report to the committee shows the unexplained portion of the employment discrepancy for 1994-2000 to be 4.2 million, somewhat less than the 4.5 million derived with current methods for this article.
    • (2003) Examining the Discrepancy in Employment Growth Between the CPS and the CES
    • Nardone, T.1    Bowler, M.2    Kropf, J.3    Kirkland, K.4    Wetrogan, S.5
  • 21
    • 30844436636 scopus 로고    scopus 로고
    • "Revisions to the Current Population Survey Effective in January 2003"
    • February on the Internet at
    • See Mary Bowler, Randy E. Ilg, Stephen Miller, Ed Robison, and Anne Polivka, "Revisions to the Current Population Survey Effective in January 2003," Employment and Earnings, February 2003,pp. 423; \ on the Internet at http://www.bis.gov/cps/rvcpsO3.pdf.
    • (2003) Employment and Earnings , pp. 4-23
    • Bowler, M.1    Ilg, R.E.2    Miller, S.3    Robison, E.4    Polivka, A.5
  • 22
    • 33644793719 scopus 로고    scopus 로고
    • note
    • In the household survey, the questions designed to elicit household members' employment status are asked about all household members aged 15 years and older. The published estimates, however, reflect only those aged 16 years and older.
  • 23
    • 33644809374 scopus 로고    scopus 로고
    • The idea that both job changing and the different survey reference periods contribute to the discrepancy between the surveys has been around for some time. Earlier research in this area-by Antos, Barkume, Mixon, and Triplett in 1976, for example (cited in was hindered by even less information than is available now
    • The idea that both job changing and the different survey reference periods contribute to the discrepancy between the surveys has been around for some time. Earlier research in this area-by Antos, Barkume, Mixon, and Triplett in 1976, for example (cited in Nardone, Bowler, Kropf, Kirkland, and Wetrogan, Examining the Discrepancy) - was hindered by even less information than is available now.
    • Examining the Discrepancy
    • Nardone, T.1    Bowler, M.2    Kropf, J.3    Kirkland, K.4    Wetrogan, S.5
  • 24
    • 0039570661 scopus 로고    scopus 로고
    • Research by Bruce C. Fallick and Charles A. Fleischman, economists at the Federal Reserve Board, came to a similar conclusion. (Finance and Economics Discussion Series working paper 2001-18 (Federal Reserve Board, Division of Research and Statistics \ and Monetary Affairs, April))
    • Research by Bruce C. Fallick and Charles A. Fleischman, economists at the Federal Reserve Board, came to a similar conclusion. (See The Importance of Employer-to-Employer Flows in the U.S. Labor Market, Finance and Economics Discussion Series working paper 2001-18 (Federal Reserve Board, Division of Research and Statistics \ and Monetary Affairs, April 2001).)
    • (2001) The Importance of Employer-to-Employer Flows in the U.S. Labor Market
  • 25
    • 33644815415 scopus 로고    scopus 로고
    • note
    • The establishment survey benchmark data are based primarily on administrative tax reports filed with State ui programs and provided to the Bureau of Labor Statistics for the agency's OCEW program. Prison workers were not formally excluded from coverage under Federal in law until 1997. Although the Bureau never identified any instances in which Prison workers were reported in the OCEW employment figures. the possibility that they were did exist before 1997.
  • 26
    • 33644798121 scopus 로고    scopus 로고
    • (Baltimore, Correctional Industries Association)
    • See 2000 CIA Directory (Baltimore, Correctional Industries Association, 2000).
    • (2000) 2000 CIA Directory
  • 27
    • 33644795752 scopus 로고    scopus 로고
    • note
    • On a related note, the CES employment measure includes a relatively small number of American workers employed by U.S. companies overseas. These workers are not in the scope of the CPS. In the mid- to late 1990s, there were fewer than 10,000 such workers, representing only a tiny portion of the discrepancy between the surveys.
  • 31
    • 0039638088 scopus 로고    scopus 로고
    • "Explaining the Recent Divergence in Payroll and Household Employment Growth"
    • of the Federal Reserve Bank of New York present an excellent discussion of undercoverage in their article (Federal Reserve Bank of New York, December); on the Internet at
    • Simon Potter and Chinhui Juhn of the Federal Reserve Bank of New York present an excellent discussion of undercoverage in their article "Explaining the Recent Divergence in Payroll and Household Employment Growth," Current Issues in Economics and Finance (Federal Reserve Bank of New York, December 1999); on the Internet at http://www.ny.frb.org/research/current_issues/ci5-16.html.
    • (1999) Current Issues in Economics and Finance
    • Potter, S.1    Juhn, C.2
  • 32
    • 33644800986 scopus 로고    scopus 로고
    • note
    • The response error that occurred in the CES benchmark data - monthly employment figures reported by employers in their State UI tax reports and provided to the Bureau of Labor Statistics for the QCEW program - was discovered when CES employment estimates and the benchmark data diverged significantly in 1991.
  • 33
    • 84858557520 scopus 로고    scopus 로고
    • "Employment Surveys are Telling the Same (Sad) Story"
    • Although many focused on the absolute difference in employment growth between the surveys, others conducted a more thoughtful analysis that compared the trend in the employment-population ratio from the CPS - a statistically stronger measure than the CPS employment level - with CES employment and found that they both indicated a similar, less-than-robust labor market. (Federal Reserve Bank of Cleveland. Research Department. May 15 on the Internet at
    • Although many focused on the absolute difference in employment growth between the surveys, others conducted a more thoughtful analysis that compared the trend in the employment-population ratio from the CPS - a statistically stronger measure than the CPS employment level - with CES employment and found that they both indicated a similar, less-than-robust labor market. (See Mark Schweitzer and Guhan Venkatu, "Employment Surveys are Telling the Same (Sad) Story," Economic Commentary (Federal Reserve Bank of Cleveland. Research Department. May 15, 2004)); on the Internet at http://www.clevelandfed.org/Research/Com2004/05-15.pdf.
    • (2004) Economic Commentary
    • Schweitzer, M.1    Venkatu, G.2
  • 34
    • 84858560841 scopus 로고    scopus 로고
    • More detailed information is arailable on the bls Internet site at
    • More detailed information is arailable on the bls Internet site at http:/ /www.bls.gov/ces/cesjobch.pdf.
  • 35
    • 84858560775 scopus 로고    scopus 로고
    • "bls Establishment Estimates Revised to Incorporate March 2005 Benchmarks"
    • In its seasonal adjustment process, the Bureau of Labor Statistics uses x-12 ARIMA software developed by the Bureau of the Census. For further information on both the net birth/death model and benchmark revisions, February on the Internet at
    • In its seasonal adjustment process, the Bureau of Labor Statistics uses x-12 ARIMA software developed by the Bureau of the Census. For further information on both the net birth/death model and benchmark revisions, see Kirk Mueller, "bls Establishment Estimates Revised to Incorporate March 2005 Benchmarks," Employment and Earnings, February 2006; on the Internet at http://www.bls.gov/web/cesbmart.htm.
    • (2006) Employment and Earnings
    • Mueller, K.1
  • 36
    • 33644813056 scopus 로고    scopus 로고
    • note
    • On a related note, some who criticized the establishment survey for failing to capture new firms have used the terms "new firms" and "startups" interchangeably with "self-employed." These are distinct employment concepts and such usage is misleading. As previously mentioned, the CES survey does not include the unincorpoated self-employed; the household survey provides this information. The CES birth/death model is used to estimate employment associated with new firms that have payroll employees.
  • 37
    • 84858556971 scopus 로고    scopus 로고
    • "Assessing the Timeliness of Business Births in BLS Establishmett Statistics"
    • For additional information, (Bureau of Labor Statistics, Apr 7); on the Internet at
    • For additional information, see "Assessing the Timeliness of Business Births in BLS Establishmett Statistics" (Bureau of Labor Statistics, Apr 7, 2004); on the Internet at http://www.bls.gov/eew /eta581study.pdf
    • (2004)
  • 38
    • 33644791711 scopus 로고    scopus 로고
    • note
    • The IRS Statistics of Income Division tabulated for the Bureau the number of taxpayers with nonemployee income reported on Form 1099-misc from Individual Statistics of Income samples matched to Forms 1099-misc from the Information Returns Master File. These samples excluded instances in which a corporation issued a 1099-misc to another corporation. Even this refined tabulation, however, would include a number of types of payments that were not necessarily for independent contractor services, so it should not be construed as an estimate of the number of independent contractors.
  • 39
    • 33644804928 scopus 로고    scopus 로고
    • note
    • Statistics of Income Division, Internal Revenue Service, Table 11, Partnership Returns: Selected Balance Shed and Income Statement Items for Specific Income Years. These types of companies are under-stated because some busmesses failed to answer the question about type of partnership on their tax returns.
  • 40
    • 33644813203 scopus 로고    scopus 로고
    • note
    • The BLS analysis categorized paid and unpaid work as follows: paid work includes unsubsidized employment, subsidized private employment and subsidized public employment; unpaid work includes work experience programs on-the-job training, job searches, community service, vocational education, job skills training, education, providing childcare, and other TANF-approved activities.


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