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A protocol for quantitative measurement of light intensity levels in food service operations.


Introduction

Although the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area.  has probably some of the strictest food safety regulations in the world, foodborne-disease outbreaks occur every year. It is estimated that foodborne outbreaks cause 76 million illnesses, 325,000 hospitalizations, and 5,000 deaths each year in the United States (Mead mead (mēd), wine made of fermented honey and water, sometimes flavored with spices. It is highly intoxicating. Mead was known in classical Greece and Rome and was the favorite drink of the tribes of N and W Europe.  et al., 1999). Factors that contribute to foodborne outbreaks in the United States can be broken down into three categories: 1) time and temperature, 2) poor hygiene practices by food handlers handlers

persons involved in the handling of, for example, circus animals. Includes grooms, milkers, herdsmen, strappers. Used mostly in referring to persons handling animals for show or auction.
, and 3) cross-contamination (Moore, 2002). Improper holding temperatures, poor personal hygiene personal hygiene person nKörperhygiene f , contaminated contaminated,
v 1. made radioactive by the addition of small quantities of radioactive material.
2. made contaminated by adding infective or radiographic materials.
3. an infective surface or object.
 equipment, inadequate cooking, and food from unsafe sources accounted for 37 percent, 19.3 percent, 15.8 percent, 10.8 percent, and six percent, respectively, of the outbreaks reported to the Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center.  (CDC See Control Data, century date change and Back Orifice.

CDC - Control Data Corporation
) from 1993 to 1997. Other factors accounted for 11.1 percent of the outbreaks (Olsen, Mackinon, Goulding, Bean, & Slutsker, 2000).

Although inadequate lighting was not one of the contributing factors for the outbreaks reported to CDC (Olsen, MacKinon, Goulding, Bean, & Slutsker, 2000), it is an important food safety element and might indirectly contribute to foodborne outbreaks. The authors believe that adequate lighting is essential to ensure that all food contact surfaces and utensils are properly cleaned and sanitized san·i·tize  
tr.v. san·i·tized, san·i·tiz·ing, san·i·tiz·es
1. To make sanitary, as by cleaning or disinfecting.

2.
, and that they are free of food particles. Adequate lighting also is essential for monitoring employee hygiene and food-handling practices, for proper inspection of equipment and premises of food facilities, for proper storage of foods in refrigeration refrigeration, process for drawing heat from substances to lower their temperature, often for purposes of preservation. Refrigeration in its modern, portable form also depends on insulating materials that are thin yet effective.  units, for detecting cross-contamination, and in general for food safety, good house-keeping, and the productivity and safety of food handlers.

To minimize food safety risk to consumers, health officials at federal, state, and local levels enforce food safety standards Safety standards are standards designed to ensure the safety of products, activities or processes, etc. They may be advisory or compulsory and are normally laid down by an advisory or regulatory body that may be either voluntary or statutory.  through laws, regulations, inspections, and compliance actions (Taylor & Hoffman, 2001). Inspections have not, however, totally prevented the occurrence of outbreaks associated with food service operations. Of the outbreaks reported to CDC from 1993 to 1997, the majority (48 percent) were caused by foods eaten in food service facilities such as delicatessens, cafeterias, and restaurants. Foods consumed at private residences, school cafeterias, picnic sites and campsites, and other places accounted for 22 percent, 3 percent, 2 percent, and 25 percent of the outbreaks, respectively (Olsen, MacKinon, Goulding, Bean, & Slutsker, 2000).

Current inspection practices have many limitations and may not always predict the likelihood of outbreaks. Some of these limitations include a lack of periodic inspections of food service facilities as a result of manpower shortages manpower shortage A dearth of persons with a particular skill which, in a free market economy driven by 'supply-and-demand', may result in ↑ salaries and difficulty in obtaining their services. Cf Physician 'glut.'.  and the fact that inspections are largely a visual process and do not always accurately determine compliance with code requirements (Taylor & Hoffman, 2001). In addition, food service facilities are inspected only a few times a year and seldom during weekends and evenings, and hazardous situations may not occur at the time of inspections, or may be missed during inspections (Bryan, 2002).

According to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 a recent study, fecal fecal /fe·cal/ (fe´k'l) pertaining to or of the nature of feces.

fe·cal
adj.
Relating to or composed of feces.



fecal

pertaining to or of the nature of feces.
 bacteria were found in different sites in 50 percent of restaurants that passed visual inspection for cleanliness Cleanliness
See also Orderliness.

Cleverness (See CUNNING.)

Berchta

unkempt herself, demands cleanliness from others, especially children. [Ger. Folklore: Leach, 137]

cat

continually “washes” itself.
 (Kassa, Harrington, Bisesi, & Khuder, 2001). A previous study also concluded that visual inspections were not correlated with results of microbiological examinations of restaurant equipment, utensils, and employee hands (Tebbutt, 1991; Tebbutt & Southwell, 1989). In addition, results of visual inspections and interpretations of code requirements may differ with different sanitarians or in different jurisdictions (Bryan, 2002).

To date only one published study has showed that routine inspections of food service facilities could successfully identify restaurants at increased risk for foodborne outbreaks (Irwin, Ballard, Grendon, & Kobayashi, 1989). Two other studies have reported foodborne-disease outbreaks in frequently penalized pe·nal·ize  
tr.v. pe·nal·ized, pe·nal·iz·ing, pe·nal·iz·es
1. To subject to a penalty, especially for infringement of a law or official regulation. See Synonyms at punish.

2.
 food service operations (Kassa, 2001; Luby, Jones, & Horan, 1993). A study conducted in Miami-Dade County, Florida Miami-Dade County (formerly known as Dade County and many times referred to as simply Miami or Dade) is a county located in the southeastern part of the state of Florida. , in 1995, however, found that inspections of restaurants conducted in the county did not reliably identify restaurants that were at increased risk for foodborne-disease outbreaks (Cruz, Katz, & Suarez, 2001).

[FIGURE 1 OMITTED]

Quantitative rather than qualitative or visual-inspection methods not only are important for obtaining more accurate results, but also can minimize the variation in inspection outcomes. Periodic microbiological evaluations of high-risk food service operations, in addition to visual inspections, have been recommended for minimizing risks of foodborne outbreaks (Kassa et al., 2001). A preliminary survey of some of the local health departments in northwest Ohio Northwest or northwestern Ohio consists of multiple counties in the northwestern corner of the US state of Ohio. This area borders Lake Erie, southern Michigan, and eastern Indiana. Some areas in northwestern Ohio are also considered the Black Swamp area.  showed that most use qualitative or visual inspections rather than quantitative methods to ensure compliance with most food code requirements. Lighting is one area in which quantitative methods can be applied, and inadequate lighting could be an indirect cause of foodborne outbreaks. The goal of this study is to develop a protocol for quantitative measurement of lighting levels in food service operations.

In Ohio, the minimum enforceable light intensity level is 10 foot-candles (ft-c) measured 30 inches above floor level for walk-in refrigeration units and at least 50 ft-c at food preparation surfaces (Ohio Department of Health, 2001). The same light intensity levels have been specified in the federal Food Code (Food and Drug Administration 2001). These codes not only do not indicate how these light intensity standards were determined, but also do not specify the methods by which light levels should be assessed.

Visual appraisal of light intensity levels lacks both precision and accuracy, because the results may vary from individual to individual and are not always reproducible even when the same individual is making the measurement a second time (Rea, ed., 1993). In addition, individuals can make only qualitative assessments about whether lighting intensity levels are sufficient for performing particular tasks. Such qualitative assessments may not always be accurate. As a result, in the lighting industry qualitative visual-appraisal methods are rarely used now; instead, measurements are made with physical instruments (Rea, ed., 1993).

The three primary objectives of the study reported here were 1) to appraise appraise v. to professionally evaluate the value of property including real estate, jewelry, antique furniture, securities, or in certain cases the loss of value (or cost of replacement) due to damage.  light levels in retail food service facilities with a light meter and determine whether the facilities complied with regulations, 2) to compare the inspection reports of food inspectors with results of the quantitative measurements, and 3) to examine the utility of current codes and make recommendations for the future.

Materials and Methods

The study was conducted during June, July, and August of 2002. The participating health department has 16 health districts. Eleven of the 16 health districts (68.8 percent) were included in this study. The lighting evaluations were made during standard unannounced inspections of food service operations conducted by the district sanitarians. Light intensities inside of walk-in coolers and in food preparation areas were measured in 57 food service operations with a factory-calibrated TESTO 545 Luminous lu·mi·nous
adj.
Emitting light, especially emitting self-generated light.
 Light Intensity Meter.

Walk-in Coolers

To measure lighting intensity levels inside walk-in coolers, the authors first drew to scale floor areas and the positions of shelving shelv·ing  
n.
1. Shelves considered as a group.

2. Material for shelves.

3. An incline; a slope.


shelving
Noun

1. material for shelves

2.
 racks, and noted the locations and types of light fixtures (incandescent in·can·des·cent  
adj.
1. Emitting visible light as a result of being heated.

2. Shining brilliantly; very bright. See Synonyms at bright.

3.
 or fluorescent fluorescent

having the quality of fluorescence.


fluorescent antibody
see fluorescence microscopy.

fluorescent antibody test
see fluorescence microscopy.
) (Figure 1). The accessible floor area inside the walk-in cooler was divided into rectangular areas of approximately 4 square feet. Light intensity levels were measured 30 inches above the center of each floor rectangle. The average for the floor was then calculated and recorded. In addition, light intensity levels were measured at the center and corners of each shelving unit. The measurements were taken within the interior of each shelving unit at heights of 24 (lower shelf area) and 60 inches (upper shelf area) above the floor area. The averages for the lower and upper shelving areas were then calculated and recorded. The majority of the 57 food service operations had only one walk-in cooler, but where more than one walk-in cooler existed, only one was evaluated (chosen on the basis of usage level).

Food Preparation Counters

Light intensity levels were measured at 185 food preparation counters in the 57 food service operations. Each food preparation counter was divided into rectangular areas of approximately 4 square feet. Light intensity levels were measured at approximately 4 inches above the center of each rectangular area. The average light level for each food preparation counter was then calculated and recorded. The number of food preparation counters evaluated per restaurant varied from a minimum of one (100 percent of the restaurants) to a maximum of five (7 percent of the restaurants). About 63 percent and 89 percent of the restaurants had three and two food preparation counters, respectively.

Statistical Analysis

The distribution light levels of the walk-in coolers and food preparation counters were examined visually with relative-frequency histograms and cumulative-probability distribution charts. The raw data were positively skewed skewed

curve of a usually unimodal distribution with one tail drawn out more than the other and the median will lie above or below the mean.

skewed Epidemiology adjective Referring to an asymmetrical distribution of a population or of data
 on the histogram histogram
 or bar graph

Graph using vertical or horizontal bars whose lengths indicate quantities. Along with the pie chart, the histogram is the most common format for representing statistical data.
, and the plot of the data points against the cumulative-probability scale was curvilinear curvilinear

a line appearing as a curve; nonlinear.


curvilinear regression
see curvilinear regression.
. A histogram of the log-transformed data appears normally distributed, and a log-probability cumulative-distribution plot approximates a straight line ([r.sup.2] > .9). Following these visual tests, the data were confirmed as log normally distributed by a W-test (p < .05). Because the data were log normally distributed, geometric mean (mathematics) geometric mean - The Nth root of the product of N numbers.

If each number in a list of numbers was replaced with their geometric mean, then multiplying them all together would still give the same result.
 (GM) and geometric standard deviation In probability theory and statistics, the geometric standard deviation describes how spread out are a set of numbers whose preferred average is the geometric mean. If the geometric mean of a set of numbers is denoted as μg  (GSD GSD German Shepherd Dog
GSD Graduate School of Design
GSD Glycogen Storage Disease
GSD General Services Division
GSD Gundam Seed Destiny (anime)
GSD Ground Sample Distance
GSD Geometric Standard Deviation
)--rather than arithmetic mean (mathematics) arithmetic mean - The mean of a list of N numbers calculated by dividing their sum by N. The arithmetic mean is appropriate for sets of numbers that are added together or that form an arithmetic series.  and standard deviation--were used to describe central tendencies and variability. Inferential statistics inferential statistics

see inferential statistics.
, such as t-tests, were performed on the log-transformed values.

Results

Walk-in Coolers

Of the 57 walk-in coolers, 12 had fluorescent lightbulbs, 43 had incandescent lightbulbs, and two had lightbulbs of both types (and were excluded from the comparative portion of the study). Of the 12 walk-in coolers with fluorescent lightbulbs, seven had more than one light fixture, and five had only one fixture. Similarly, of the 43 coolers with incandescent lightbulbs, nine had more than one light fixture, and 34 had only one light fixture. Geometric-mean light levels did not differ significantly between coolers fitted with one fixture and those fitted with two or more fixtures (p > .05). The lack of difference is likely due to the fact that coolers with two or more fixtures were generally bigger than those with one light fixture so the additional fixtures were needed.

The descriptive statistics descriptive statistics

see statistics.
 for the cooler light levels are shown in Table 1. Typical light levels (GM) at all locations in coolers with fluorescent lighting were significantly higher than the corresponding light levels in coolers with incandescent light fixtures (p < .05). The geometric mean light intensity levels were significantly higher at center floors than at lower shelving in coolers with light fixtures of either type (p < .05).

Table 2 shows the percentage of coolers that met the standard of 10 ft-c and half the standard (5 ft-c). Although the height of the light level assessment is specified by the regulations (30 inches), the location in the coolers where the light levels should be evaluated is not specified. If the center of the cooler is considered, 75 percent of the coolers with fluorescent lighting met the standards, compared with only 7 percent of the coolers with incandescent lighting. All of the coolers with fluorescent light had at least 5 ft-c (50 percent of the standard) at the center location, while less than one-third of those with incandescent lighting met half the standard. Coolers with fluorescent lighting were significantly more likely to meet the standard than were incandescently lit units (Chi-square test chi-square test: see statistics. , p < .001). For both types of fixtures, light levels drop off greatly at shelving locations (Figure 2). Light levels on shelving are important because these locations are where food service workers need to be able to see to determine if proper food service practices are observed. More will be said on this subject in the discussion.

[FIGURE 2 OMITTED]

Food Preparation Counters

The GM light intensity level for all 185 food preparation counters in the 57 restaurants was 38.7 ft-c (GSD: 1.92) (Table 3). Of these restaurants, 13 (22.8 percent) met the standard (50 ft-c) at all the food preparation surfaces evaluated. At 27 of the food service operations (47.4 percent), none of the food preparation counters evaluated met the standard. The GM light intensity levels for restaurants with 100 percent and 0 percent pass rates were 71.6 ft-c (GSD: 1.37) and 23.4 ft-c (GSD: 1.68), respectively (Table 3). The remaining 17 restaurants (29.8 percent) had light intensity levels exceeding 50 ft-c at some food preparation counters and less than 50 ft-c at others. Out of the 185 food service preparation counters sampled in all 57 restaurants, 76 (41 percent) had mean light intensity levels greater than 50 ft-c.

Visual Inspections

Of the 57 restaurants inspected by the district health inspectors A health inspector, or Environmental Health Specialist is a public employee who investigates health hazards in a wide variety of locations, then will take action to mitigate or eliminate the hazards. , 19 (33.3 percent) received citations for violations in walk-in coolers or at food preparation counters. The total number of violations in these restaurants was 24, of which 21 were for violations in walk-in coolers and three for violations at food preparation counters. Of the 24 violations, only five pertained to lack of adequate lighting--four in walk-in coolers, and one at a food preparation counter. Other violations were improper thawing of potentially hazardous food Potentially Hazardous Food is a term used by food safety organizations to classify foods that require time-temperature control to keep them safe for human consumption. A PHF is a food that:
  • Contains moisture - usually regarded as a water activity greater than 0.
, contamination and cross-contaminations of food, lack of cleanliness, and lightbulbs not covered not covered Health care adjective Referring to a procedure, test or other health service to which a policy holder or insurance beneficiary is not entitled under the terms of the policy or payment system–eg, Medicare. Cf Covered.  with shatterproof shat·ter·proof  
adj.
Resistant to shattering: shatterproof goggles.

Adj. 1. shatterproof - resistant to shattering or splintering; "shatterproof automobile windows"
 shields.

Discussion

Effectiveness of Qualitative Inspections

Qualitative visual inspections failed to identify the majority of the walk-in coolers and food preparation surfaces that did not meet the light intensity standards. While 45 out of the 57 restaurants (79 percent) failed to meet the standard when light intensity level was measured at the center of the coolers, only three (5 percent) of the restaurants received citations for insufficient light levels inside coolers as a result of qualitative assessment by visual inspection. Similarly, visual inspections failed to identify food service operations that did not meet light intensity standards at food preparation counters. Of the 27 food service operations that had no food preparation counters meeting the standard, only one was cited for insufficient lighting as a result of qualitative assessment by visual inspection. Although violations of lighting standards are not by themselves predictors of the risk of food-borne-disease outbreaks, systematic quantitative measurement of lighting levels might be necessary in food service operations with poor housekeeping practices, in establishments with a history of repeated violations in critical aspects of food safety for which adequate lighting levels are essential, and in restaurants with large volumes of foods stored in refrigeration units that have inadequate space.

Fluorescent Versus Incandescent Lighting

Among walk-in coolers fitted with fluorescent-light fixtures, 75 percent exceeded the standard at center floor, compared with a 7 percent pass rate for incandescent lighting. Clearly, fluorescent lighting improved the compliance rate. Away from the center of the cooler, only 25 percent and 8 percent of coolers equipped with fluorescent lighting exceeded the standard at upper shelving and lower shelving respectively. The pass rate is even lower, however, for coolers fitted with incandescent-light fixtures. Chi-square tests revealed that walk-in coolers with fluorescent-light fixtures are significantly more likely to meet or exceed the standard than coolers with incandescent-light fixtures (p < .001). Food service operators should preferentially pref·er·en·tial  
adj.
1. Of, relating to, or giving advantage or preference: preferential treatment.

2.
 select walk-in coolers equipped with incandescent lighting. Walk-in cooler manufacturers should consider making fluorescent lighting the standard for all units and providing a retrofit ret·ro·fit  
v. ret·ro·fit·ted or ret·ro·fit, ret·ro·fit·ting, ret·ro·fits

v.tr.
1. To provide (a jet, automobile, computer, or factory, for example) with parts, devices, or equipment not in
 of existing incandescent units to convert to fluorescent lighting.

Gaps in the Regulations

Neither the Ohio nor the FDA FDA
abbr.
Food and Drug Administration


FDA,
n.pr See Food and Drug Administration.

FDA,
n.pr the abbreviation for the Food and Drug Administration.
 food code specified the locations where light levels should be assessed in walk-in coolers. The location is important because light intensity levels may not be uniform throughout walk-in coolers. In this study the authors found that light intensity levels were higher in the center of coolers than in areas where food items were stored. In the majority of the restaurants sampled, food items requiring refrigeration were stored on shelves, along the sides of walk-in coolers/freezers, and--rarely--in center floor. Light intensity levels, however, were much lower at the upper or lower shelves and were higher at center floor. Overall, 12 of the 57 food service operations (21 percent) passed the standard at center floor, but when light was measured at upper and lower shelving, only four (7 percent) and one (1.8 percent), respectively, passed the standard. The shelves are precisely where illumination illumination, in art
illumination, in art, decoration of manuscripts and books with colored, gilded pictures, often referred to as miniatures (see miniature painting); historiated and decorated initials; and ornamental border designs.
 is needed for identification of improper storage practices.

The Illuminating il·lu·mi·nate  
v. il·lu·mi·nat·ed, il·lu·mi·nat·ing, il·lu·mi·nates

v.tr.
1. To provide or brighten with light.

2. To decorate or hang with lights.

3.
 Engineering Society of North America North America, third largest continent (1990 est. pop. 365,000,000), c.9,400,000 sq mi (24,346,000 sq km), the northern of the two continents of the Western Hemisphere.  (IESNA IESNA Illuminating Engineering Society of North America ) has established procedures for selecting illumination levels for specific activities based upon factors important for visual performance (Rea ed., 1993). These factors are 1) type of activities; 2) characteristics of task in terms of contrast, size, and time required to complete task; 3) age of the person performing the task; 4) importance of speed and accuracy in the task; and 5) reflectance re·flec·tance  
n.
The ratio of the total amount of radiation, as of light, reflected by a surface to the total amount of radiation incident on the surface.

Noun 1.
 of the task surface. The illumination regulations of the food codes address little of this. Nor do the codes specify how light intensity levels should be measured. Local health departments may therefore rely on cursory cur·so·ry  
adj.
Performed with haste and scant attention to detail: a cursory glance at the headlines.



[Late Latin curs
 visual or qualitative assessments rather than on instruments or quantitative methods for assessing light intensity levels in food service operations.

It is also not clear that the recommended light intensity levels are adequate for the tasks described in the food codes. IESNA recommends a range of light intensity levels for various types of activities. For example, the recommended light intensity levels for the performance of occasional visual tasks range from 10 to 20 ft-c. The current code standard for walk-in coolers is 10 ft-c. The location of the lighting level, however, needs to be at the location of the visual task, which is at the shelving location. Current codes, while providing a quantitative standard for lighting, are simplistic sim·plism  
n.
The tendency to oversimplify an issue or a problem by ignoring complexities or complications.



[French simplisme, from simple, simple, from Old French; see simple
 in their approach to adequate illumination. Furthermore, these codes lack specificity in describing how compliance should be assessed.

While area-based light intensity guidelines guidelines,
n.pl a set of standards, criteria, or specifications to be used or followed in the performance of certain tasks.
 are easy to enforce, additional guidelines based on the nature of the visual task, contrast, duration, speed of the task, and age of workers are much preferable in assuring food safety and good housekeeping Good Housekeeping is a women's magazine owned by the Hearst Corporation, featuring articles about women's interests, product testing by The Good Housekeeping Institute, recipes, diet, health as well as literary articles. , as well as for increasing the productivity and safety of food-handlers. This study is only a preliminary one, and additional research is required to assess light intensity levels in food service operations on the basis of factors recommended by IESNA.

Conclusion and Recommendation

The state and FDA food regulations specify quantitative illumination standards in walk-in coolers and at food preparation counters in food service operations. Many local health departments rely on visual assessment of light intensity levels to enforce food code standards. Such visual inspections are qualitative in nature and are not always accurate. Quantitative assessment with light meters provides more accurate results and is reproducible. The authors recommend that all health departments use standard light meters to determine light intensity levels in food service operations. Since walk-in coolers fitted with fluorescent-light fixtures have a higher passing rate than walk-in coolers fitted with incandescent-light fixtures, the authors also recommend that manufacturers consider using fluorescent-light fixtures when manufacturing walk-in coolers intended for food storage purposes.

The authors found that inspectors pay little attention to lighting standards during inspections. Although violations of lighting standards are not critical risks for food-borne disease, if inadequate lighting levels are suspected, the authors recommend that inspectors conduct systematic quantitative measurements of lighting levels as necessary and that they not simply rely on visual assessment. Making this kind of measurement becomes important if inadequate lighting levels are suspected as causes for critical food safety violations, such as poor housekeeping, improper storage of foods in walk-in coolers, and contaminated equipment. Continual, though informal, inspections of food service operations are needed to ensure that hygienic hy·gien·ic
adj.
1. Of or relating to hygiene.

2. Tending to promote or preserve health.

3. Sanitary.
 food storage and preparation practices are maintained and, whenever possible, inspection should include quantitative measurements of lighting levels to ensure compliance with the standards.

Current Ohio and FDA food code standards are very simplistic and lack adequate guidelines for enforcement. Since light levels are normally lower at the sides and corners than at the center floor of walk-in coolers, the codes should specify the location and the number of light measurements per location. Furthermore, the lighting standards should be based on current scientific knowledge and guidelines established by the Illuminating Engineering Society of North America.
TABLE 1

Geometric Mean (GM) and Geometric Standard Deviation (GSD) Light
Intensity Levels at Different Locations in Walk-in Coolers with
Fluorescent and Incandescent Light Fixtures

                  Fluorescent (n = 12)

       Center Floor    Upper Shelf   Lower Shelf

GM      15.27 ft-c      7.11 ft-c      3.97 ft-c

GSD      2.08 ft-c      2.34 ft-c      2.32 ft-c

Range  6.4-85.5 ft-c  2.1-45.7 ft-c  1.2-29.9 ft-c

                  Incandescent (n = 43)

       Center Floor    Upper Shelf    Lower Shelf

GM       3.43 ft-c      1.53 ft-c      0.544 ft-c

GSD      2.01 ft-c      2.88 ft-c       3.00 ft-c

Range  1.0-16.7 ft-c  0.22-10.1 ft-c  0.03-4.9 ft-c

Note: At each location, the mean light levels were significantly higher
(p < .05) for walk-in coolers with fluorescent light fixtures than for
walk-in coolers with incandescent light fixtures. The minimum
enforceable standard for walk-in coolers is 10 foot-candles.

TABLE 2

Percentage of Walk-in Coolers with Light Levels That Met or Exceeded
100% or 50% of the Standard, by Location Within Cooler

                                                Fluorescent
                                                  (n = 2)

                                                Center Floor

[greater than or equal to]10 ft-c                    75%

<10 ft-c, but [greater than or equal to]5 ft-c      100%

                                                  Fluorescent (n = 2)

                                                Upper Shelf  Lower Shelf

[greater than or equal to]10 ft-c                   25%           8%

<10 ft-c, but [greater than or equal to]5 ft-c      58%          33%

                                                Incandescent
                                                  (n = 43)

                                                Center Floor

[greater than or equal to]10 ft-c                    7%

<10 ft-c, but [greater than or equal to]5 ft-c      27%

                                                 Incandescent (n = 43)

                                                Upper Shelf  Lower Shelf

[greater than or equal to]10 ft-c                    2%          0%

<10 ft-c, but [greater than or equal to]5 ft-c      19%          0%

Note: The standard for walk-in coolers is 10 ft-c.

TABLE 3

Geometric Mean (GM) and Geometric Standard Deviation (GSD) of Light
Intensity Levels at Food Preparation Surfaces

                      All Restaurants (n = 57)

Number of food                  185
preparation surfaces

GM                           38.7 ft-c

GSD                          1.92 ft-c

Range                      2.9-196.8 ft-c

                      Restaurants with 0%  Restaurants with 100%
                      pass rate (n = 27)    pass rate (n = 13)

Number of food                77                    37
preparation surfaces

GM                         23.4 ft-c             71.6 ft-c

GSD                        1.68 ft-c             1.37 ft-c

Range                    2.9-46.0 ft-c        50.5-196.8 ft-c

Note: The minimum enforceable standard at food preparation surfaces is
50 ft-c; only 41.1% of the food preparation surfaces sampled at 57
restaurants met or exceeded this standard.


Acknowledgments: The authors thank the Faculty Research Committee of Bowling Green State University Bowling Green State University, at Bowling Green, Ohio; coeducational; chartered 1910 as a normal school, opened 1914. It became a college in 1929, a university in 1935.  for funding the study. They also would like to thank the Toledo-Lucas County Health Department for granting them permission to conduct the study.

REFERENCES

Bryan, F.L. (2002). Where we are in retail food safety, how we got to where we are, and how did we get there? Journal of Environmental Health, 65(2), 29-36.

Cruz, M.A., Katz, D.J., & Suarez, J.A. (2001). An assessment of the ability of routine restaurant inspections to predict food-borne outbreaks in Miami-Dade County, Florida. American Journal of Public Health The American Journal of Public Health (AJPH) is a peer reviewed monthly journal of the American Public Health Association (APHA). The Journal also regularly publishes authoritative editorials and commentaries and serves as a forum for the analysis of health policy. , 91(5), 821-823.

Irwin, K., Ballard, J., Grendon J., & Kobayashi, J. (1989). Results of restaurant inspections can predict outbreaks of foodborne illness A foodborne illness (also foodborne disease) is any illness resulting from the consumption of food. Although foodborne illness is commonly called food poisoning, this is often a misnomer. : The Seattle-King County Experience. American Journal of Public Health, 79(5), 586-590.

Kassa, H. (2001). An outbreak of Norwalk-like viral gastroenteritis viral gastroenteritis Intestinal flu Infectious disease A generic term for GE induced by viruses Clinical presentations 1. Epidemic VGE, most often caused by the Norwalk agent or Norwalk-like viruses Clinical N&V, diarrhea, abdominal pain, anorexia,  in a frequently penalized food service operation: A case for mandatory training of food handlers in safety and food hygiene. Journal of Environmental Health, 64(5), 9-12.

Kassa, H., Harrington B., Bisesi, M. & Khuder S. (2001). Comparisons of microbiological evaluations of selected kitchen areas with visual inspections for preventing potential risk of foodborne outbreaks in food service operations. Journal of Food Protection, 64(4), 509-513.

Luby, S.P., Jones, J.L., & Horan, J.M. (1993). A large salmonellosis salmonellosis (săl'mənĕlō`sĭs), any of a group of infectious diseases caused by intestinal bacteria of the genus Salmonella,  outbreak associated with a frequently penalized restaurant. Epidemiology epidemiology, field of medicine concerned with the study of epidemics, outbreaks of disease that affect large numbers of people. Epidemiologists, using sophisticated statistical analyses, field investigations, and complex laboratory techniques, investigate the cause  and Infection, 110(1), 31-39.

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: Illuminating Engineering Society of North America.

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pertaining to data that have been submitted to standardization procedures.


standardized morbidity rate
see morbidity rate.

standardized mortality rate
see mortality rate.
 inspection in restaurants using assessments and microbiological sampling to quantify the risks. Epidemiology and Infection, 107, 393-394.

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Hailu Kassa, Ph.D., M.P.H., M.S.O.H., R.S.

Charles Keil, Ph.D., C.I.H.

Kenneth W. Fent

Corresponding Author: Hailu Kassa, Assistant Professor, Department of Public & Allied Health, 223 Health Center, Bowling Green State University, Bowling Green, Ohio Bowling Green is the county seat of Wood CountyGR6 in the U.S. state of Ohio. At the time of the 2000 census, the population of Bowling Green was 29,636. It is part of the Toledo, Ohio Metropolitan Statistical Area.  43403. E-mail: hkassa@bgnet.bgsu.edu.
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Title Annotation:Features
Author:Fent, Kenneth W.
Publication:Journal of Environmental Health
Geographic Code:1USA
Date:Sep 1, 2004
Words:4176
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