WIC Vendor Management Study, 1998: Final Report
EXECUTIVE
SUMMARY
Overview
The purpose of the study was to learn the extent to which
retail grocers, defined as "vendors" in the WIC Program,
authorized to provide food to WIC participants, were violating program
rules and procedures, and to determine which programmatic and/or
demographic variables could be associated with vendor violations. The
study examines three critical research questions in the area of WIC vendor
management:
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To what extent do WIC vendors commit vendor violations
and administrative errors when conducting a WIC transaction at the
point of sale?
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To what extent do WIC vendors overcharge or undercharge the WIC
Program?
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To what extent do WIC vendors allow participants to substitute
unauthorized items for their WIC-authorized food items?
These questions were answered through a national data collection effort
involving data collectors posing as WIC participants and conducting
compliance buys at a nationally representative sample of 1,565 WIC retail
vendors. Data collected and analyzed for this study can be useful to
Federal and State officials in evaluating the extent to which vendors
comply with program rules. Key areas in which these data may be useful are
described below:
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Quantifying the Level of Vendor Errors;
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Identifying Administrative Practices on Which Vendor Training Should
be Focused; and
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Identifying Vendor Demographics Associated with WIC Program
Compliance.
Methodology
The population of interest for the study was defined as all vendors
operating in States with retail food delivery systems. Excluded from the
study were States with direct food delivery systems (Mississippi), home
food delivery systems (all of Vermont and part of Ohio), State-run WIC
vendors (parts of Illinois), military commissaries, and pharmacies which
only provided WIC participants with exempt infant formula and/or
WIC-eligible medical foods. Vendors operating in Alaska, Hawaii, Puerto
Rico, and the U.S. territories, as well as vendors authorized by Indian
Tribal Organization State agencies were also excluded from the study
population.
The study sample was designed to meet the precision constraints of
estimating national proportions within 3 percentage points and estimating
subgroup proportions within 5 percentage points, with 95 percent
confidence. A total sample of at least 1,500 vendors was needed to meet
the study’s precision requirements. Vendors were oversampled to ensure
the study had a sufficient number of vendors.
To successfully perform the required compliance buys, it was essential
that the data collectors embody the physical characteristics of women who
receive WIC benefits. This meant, for example, that all data collectors
had to be females of childbearing age. In addition, if data collectors
were to perform their assignments without creating suspicion among
vendors, it was also necessary for the data collectors to belong to one of
the racial or ethnic groups of customers who regularly shop at those
vendors.
Each data collector was responsible for completion of three compliance
buys at each assigned vendor. Data collectors were assigned an average of
18 vendors, although some had considerably more and a few had less. The
assigned buys at each vendor were performed as follows:
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Buy #1: Safe Buy Buyer purchased all food items listed on the food
instrument in the quantities and types listed.
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Buy #2: Partial Buy Buyer attempted to purchase some, but not all, of
the food items listed on the food instrument.
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Buy #3A: Minor Substitution Buyer attempted to substitute an
unauthorized food item within an approved food category.
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Buy #3B: Major Substitution Buyer attempted to substitute an
unauthorized item clearly outside an approved food category.
Three buys were attempted at each vendor. The third buy was either a
"Buy 3A" or a "Buy 3B," as preprinted on the
compliance buy form. To avoid arousing suspicion among vendor staff, data
collectors were instructed to allow five or more days between buys at each
sampled vendor. The primary tasks associated with a compliance buy
entailed selecting the correct foods for the buy type being undertaken,
obtaining the shelf price of each item, presenting the food instrument (FI)
at the checkout counter, and observing any administrative violations of
WIC procedures.
Data were collected and reviewed for accuracy. Once a complete database
was developed, weights were assigned to each vendor, and data were
prepared for analysis using SAS and SUDDAN software. Statistical analysis
was preformed on the database using a combination of descriptive analysis
and mulitvariate analysis. Results were then organized into four
categories: descriptions of the study population, administrative errors,
overcharge/undercharge, and substitutions.
Description of the Study Population
Vendor demographics were divided into two categories: descriptions of
the physical location of the vendor, and descriptions of the vendors'
ability to conduct a WIC transaction. With regard to location, 70 percent
of the study vendors were located in metropolitan areas as compared to
nonmetropolitan areas. Almost 80 percent of the vendors were located in
States with open FI systems and slightly over 20 percent were located in
States with vendor-specific FI systems.
With regard to descriptive information about the vendors’ ability to
conduct a WIC transaction, two areas were examined. First, vendors were
grouped by physical size using the number of cash registers as a proxy.
Thirty-one percent of the vendors were classified as small vendors, 35
percent were classified as medium-sized and 33 percent were classified as
large. Use of scanning equipment was also examined, with 69.1 percent of
study vendors using scanners, 27.4 percent lacking scanning equipment, and
3.6 percent having scanning equipment, but choosing not to scan.
Findings Related to Administrative Errors
This study examined some universal factors related to conducting a WIC
transaction to determine the extent to which vendors were not following
proper WIC transaction procedures and the extent to which such
administrative errors were associated with overcharging, undercharging,
and allowing substitutions. For the purpose of this study, not following
proper WIC transaction procedures was considered an administrative error.
The following categories of administrative errors were examined:
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Requiring the data collector to sign the WIC FI prior to the cashier
entering the purchase price;
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Having insufficient stock thereby preventing the data collector from
obtaining her authorized foods;
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Offering rain checks for foods not available; and
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Asking the data collector to pay cash in addition to the FI for WIC
food items.
In addition, while not considered an administrative error in all
States, the study examined the percentage of all WIC vendors that provided
a receipt to the data collector.
The most common error noted in the study was the failure of the cashier
to have the data collector sign the WIC FI after the cashier entered the
purchase price. A total of 35.4 percent of all WIC vendors failed to
follow the proper countersignature procedures. To a lesser extent, vendors
being out of particular WIC foods was a problem. A total of 5.5 percent of
the vendors were not able to fill the food prescription because they did
not carry at least one of the WIC food items on the data collector’s FI.
Other variables examined were far less significant. Less than 0.5 percent
of the vendors issued rain checks or asked the data collector to pay cash
in addition to the FI.
Findings Related to Overcharges and
Undercharges
As was true in past vendor studies, vendors in this study both
overcharged and undercharged the buyers for items purchased. Vendor
overcharges and undercharges were examined in total and as a function of
several variables. Significant findings include:
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Across all three buy types, an average of 8.7 percent of all vendors
overcharged. When vendors were examined for frequency of overcharge,
81.9 percent never overcharged, 12.4 percent overcharged only once,
4.2 percent overcharged twice, and 1.5 percent overcharged three
times.
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Vendors were most likely to overcharge on a partial buy. In
addition, vendors who overcharged on the partial buy overcharged a
larger dollar amount than on other types of buys. The average amount
of overcharge was $0.19 for safe buys, and $0.47 for partial buys.
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When logistic regression models were run for overcharge as a
function of variables, results indicated that vendors who failed to
provide a receipt were ten times more likely to overcharge than those
providing a receipt. Other variables that seem associated with
overcharge include vendor size, with small vendors being three times
as likely to overcharge than middle-sized or large vendors; and
countersignature timing with those vendors that failed to have the
data collector sign the FI prior to entering the purchase price, being
four to six times more likely to overcharge than those who had the
data collector sign the FI after the purchase price was written in.
As noted above, vendors also undercharged. An average of almost seven
percent of all vendors undercharged over the three buys. Of the vendors
where three buys were completed, 83.7 percent never undercharged, 13.4
percent undercharged only once, 2.3 percent undercharged twice, and less
than 1 percent undercharged all three times.
Approximations of national estimates of total vendor overcharge and
undercharge were also developed. The estimates are approximations because
data were analyzed over all three buy types, but it is unknown how often
WIC participants make partial purchases or attempt to substitute foods.
When the amount of overcharge is calculated based on all three buys, it
is estimated that 1.6 percent of the total 1998 WIC redemptions nationally
are attributed to overcharge. When only the safe buy is used to calculate
the estimate, the percent drops to 0.9 percent of the national WIC
redemptions being attributable to overcharge.
An approximation of national estimates for vendor undercharges was also
developed. When examined across all three buys, 0.6 percent of the 1998
WIC redemptions nationally were attributable to vendors undercharging.
When only the safe buy was used to calculate the undercharges, the rate
dropped to 0.4 percent of 1998 national WIC redemptions.
Findings Related to Substitutions
The vendors' willingness to accept substitution of unauthorized foods
for the WIC prescription was also examined. Data collectors were asked to
conduct a substitution buy on the third and final buy in the series. Half
the vendors were selected for a minor substitution buy, that is a
substitution of unauthorized foods within a WIC food category (e.g.,
unauthorized cereals and juices); while the other half of the vendors were
selected for a major substitution buy, which is an attempt to purchase an
item outside of the WIC food category (e.g., soda instead of juice).
Findings were as follows:
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A large number (34.7 percent) of vendors allowed minor
substitutions. It is interesting to note that most vendors who allowed
minor substitutions also scanned the items. Because scanning equipment
can be programmed to screen out unauthorized purchases, this problem
may be best addressed through stricter requirements for vendors who
have scanners to do such screening.
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Just under four percent of the vendors allowed major substitutions.
Vendor size, cashier familiarity with WIC transactions, and use of
scanning equipment were all associated with major substitutions.
July 2001
Last modified: 12/04/2008
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