jaki s. mccarthy national agricultural statistics service,
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Like – But Oh, How Different : The effect of different questionnaire formats in the 2005 Census of Agriculture Content Test. Jaki S. McCarthy National Agricultural Statistics Service, United States Department of Agriculture. Census of Agriculture conducted every 5 years. - PowerPoint PPT PresentationTRANSCRIPT
Like – But Oh, How Different: The effect of different questionnaire formats in the 2005 Census of Agriculture Content Test.
Jaki S. McCarthyNational Agricultural Statistics Service,
United States Department of Agriculture
Census of Agriculture conducted every 5 years
• Includes all known operations with agriculture potential of any type (~3mil)
• Information collected on acreage, production, sales and expenses, production practices, and demographics
• Primarily mail out/mail back form, with follow up mailings, limited CATI and interview follow up
• Reporting is mandatory
Prior to Census, Census Content Test is Conducted• Test used to finalize forms, test data
collection and processing procedures• Small scale mail out/mail back with follow up reminder
• Follow up cognitive interviews conducted with subset of respondents
• Reporting was not
mandatory
2005 Census Content Test (CCT)
• Two forms tested (long and short)
• In 2007 Census, short form will be targeted to specific types of operations
• For CCT, split sample of all farms used for analysis
Both CCT Forms collected the same information
• Differences in:– Format– Layout– Number of pages
Why use a short form?
• May increase response rates
• May be faster and/or easier to complete
• Costs less to print and mail
Why use a long form?• More specific examples and instructions
can be included
• Explicit screening questions and routing instructions can be incorporated
• Common items are pre-printed
• Flexibility with layout can
allow related items to be
placed together
Differences Between Forms
LONG FORM• 24 pages• Acres operated by land type
collected immediately after acres operated by ownership
• Separate sections for different commodities; Most common items pre-printed, others listed
• Sales collected separately from production in list
• Government programs listed
SHORT FORM• 12 pages• Acres operated by land type
collected several pages after acres operated by ownership
• All crops and livestock collected in open write-in tables; Only a few items included as examples
• Value of sales collected with production in open tables
• Government program info collected in abbrev. tables
• Qs on production contracts and irrigated pasture omitted
Short Form, Field Crops and Hay Table
Long Form, Field Crop Section
Short and Long Forms
• Split sample used to send short and long forms to all types of operations
• Response rate for each form tracked • Content was the same, so comparisons of length were
not confounded with content• Data compared across forms• Information from cognitive
interviews compared across forms
Less pages ≠ Higher response
Form Total Mailed Receipts Response Rate % (Weighted*)
Short 12808 6870 53.24 (52.73)
Long 14860 8200 54.68
*short form response weighted for comparability to long form subgroup sizes
Long Form: page 2
Short Form: page 2
Long Form: Facing on Page 3
Short Form: 3 pages later on page 5
If you want people to report the same number twice,
don’t ask them 3 pages apart
Form % Total Land 1 missing (n)
% Total Land 2 missing (n)
% Total land 1 <> Total land 2 (n)
Short 6.3%(364)
14.6%(841)
39.61%(2180)
Long 5.1%(358)
11.4%(790)
26.54%(1779)
Problems reporting Total Acres
Quantity Unit preprintedCalculated yields = 1
Form Corn Soy
Short 11% 13%
Long 2% 2%
If you want bushels, ask for bushels
Calculated yields = 1
Form Corn Soy
Short 11% 13%
Long 2% 2%Quantity Unit must be written by respondent
Long Form
Short Form
If you want something reported, ask for it explicitly
Total reporting horses in prior census
Horses reported in prior census and in CCT
% (n)
Horses reported in prior census and 0 in CCT
% (n)
Short 1108 32.1%
(356)
67.9%
(752)
Long 1409 75.0%
(1056)
25.0%
(353)
Other problems
• Short Form: Fewer gov. payments reported• Short Form: More manual processing required
(extra sheets, uncodable responses, more than one number entered in a cell)
• Short Form: Slightly more omitted agriculture reported in cognitive interviews (9.9% vs 7.4%)
• Long Form: Self reported completion times slightly longer (44.46 vs 47.87 minutes)
Changes based on these findings
• Added additional types of operations to exclude from short form (e.g. horses, specialties, etc.)
• Use of more long form question formats on short form (e.g. government payments)
• Use of additional edit checks on short form
Conclusions• Decreasing # of pages does not increase
response rate
• More data problems with the short form, particularly underreporting
• Forms may collect the same
data, but their performance
is NOT equivalent—
Like, but different
Plans for use of Short Form
• Short Form will be used ONLY with limited set of operations (e.g. operations known to have 4 or less commodities; operations without specialty commodities; operations not previously reporting horses, goats, sheep, bees, etc)
• With over 3 million mailing
addresses, cost savings for
lighter mailing can be substantial
YES, it was the mountain Echo, Solitary, clear, profound, Answering to the shouting Cuckoo, Giving to her sound for sound!
Unsolicited reply To a babbling wanderer sent; Like her ordinary cry,
Like--but oh, how different! --W. Wordsworth