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Feasibility of using subject-collected dust samples in epidemiologic and clinical studies of indoor allergens.


Studies of indoor allergen allergen /al·ler·gen/ (al´er-jen) an antigenic substance capable of producing immediate hypersensitivity (allergy).allergen´ic

pollen allergen
 exposures are often limited by the cost and logistics of sending technicians to homes to collect dust. In this study we evaluated the feasibility of having subjects collect their own dust samples. The objectives were to compare allergen concentrations between subject- and technician-collected samples and to examine the sample return rate. Using a dust collection device and written instructions provided to them by mail, 102 subjects collected a combined dust sample from a bed and bedroom floor. Later the same day, a technician collected a side-by-side sample. Dust samples were weighed and analyzed an·a·lyze  
tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es
1. To examine methodically by separating into parts and studying their interrelations.

2. Chemistry To make a chemical analysis of.

3.
 for the cat allergen Fel d 1 and the dust mite dust mite House dust mite, see there  allergen Der p 1. Fifty additional subjects who were enrolled by telephone were mailed dust collection packages and asked to return a dust sample and questionnaire by mail. A technician did not visit their homes. Correlations between subject- and technician-collected samples were strong for concentrations of Fel d 1 (r = 0.88) and Der p 1 (r = 0.87). With allergen concentrations dichotomized at lower limits of detection and clinically relevant thresholds, agreements between methodologies ranged from 91 to 98%. Although dust weights were correlated cor·re·late  
v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates

v.tr.
1. To put or bring into causal, complementary, parallel, or reciprocal relation.

2.
 (r = 0.48, p < 0.001), subjects collected lighter samples. Among the group of 50 subjects, 46 returned a dust sample and completed questionnaire. The median number of days to receive a sample was 15. With some limitations, subject-collected dust sampling appears to be a valid and practical option for epidemiologic ep·i·de·mi·ol·o·gy  
n.
The branch of medicine that deals with the study of the causes, distribution, and control of disease in populations.



[Medieval Latin epid
 and clinical studies that report allergen concentration as a measure of exposure, Key words: allergens, environment, 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 , sampling. Environ en·vi·ron  
tr.v. en·vi·roned, en·vi·ron·ing, en·vi·rons
To encircle; surround. See Synonyms at surround.



[Middle English envirounen, from Old French environner
 Health Perspect 113:665-669 (2005). doi:10.1289/ehp.7648 available via http://dx.doi.org/[Online 14 March 2005]

**********

Epidemiologic and clinical studies typically estimate indoor allergen exposures by analyzing samples of settled dust collected at one or more sites within the home (Platts-Mills et al. 1997; Pope et al. 1993). One of the major limitations of these studies is the need for a technician to make home visits. Because home visits are expensive in terms of labor costs and pose logistical lo·gis·tic   also lo·gis·ti·cal
adj.
1. Of or relating to symbolic logic.

2. Of or relating to logistics.



[Medieval Latin logisticus, of calculation
 challenges for studies conducted in multiple or distant geographic areas, researchers often conduct studies with fewer subjects and with fewer repeated measurements than would be ideal. Undoubtedly, the limitations imposed by home visits is why only one national survey of indoor allergens has been conducted in 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.  (Vojta et al. 2002).

One alternative would be to rely on questionnaire data alone to predict allergen levels; however, home characteristics "may not be sufficiently predictive for many clinical and epidemiologic purposes" (Chew et al. 1998). Another alternative would be to have study subjects collect and mail in their own dust samples. If the feasibility of such a methodology could be demonstrated, there would be many applications for its use, such as epidemiologic studies epidemiologic study A study that compares 2 groups of people who are alike except for one factor, such as exposure to a chemical or the presence of a health effect; the investigators try to determine if any factor is associated with the health effect  that examine the relationships between allergen exposures and disease, clinical studies in which repeated measurements of indoor allergens are required, and the national surveillance of indoor allergens.

The objective of this study was to evaluate the feasibility--in terms of validity and sample return rate--of having subjects collect their own dust samples. The methodology developed for this study was centered around a commercially available dust collection device that attaches easily to most vacuum-cleaner hoses. Validity was assessed by comparing allergen concentrations and dust weights between paired subject- and technician-collected dust samples. Sample return rate was assessed in another group of subjects who volunteered to collect a dust sample and return it by mail.

Materials and Methods

Study subjects. This study was conducted in two phases. The recruitment goal was to enroll 100 subjects for phase I and 50 subjects for phase II. Eligibility criteria were the same for all subjects: reside within 50 miles of the National Institute of Environmental Health Sciences The National Institute of Environmental Health Sciences (NIEHS) is one of 27 Institutes and Centers of the National Institutes of Health (NIH),which is a component of the Department of Health and Human Services (DHHS). The Director of the NIEHS is Dr. David A. Schwartz.  (NIEHS NIEHS National Institute of Environmental Health Sciences (NIH, DHHS) ), be at least 21 years of age, speak and read English, and have access to a vacuum cleaner vacuum cleaner, mechanical device using a draft of air to remove dust, loose dirt, or other particulate matter from dry surfaces. It is especially useful on highly textured surfaces, such as carpets and upholstery, that are difficult to clean by wiping or brushing.  with an extension hose. Subjects, who were recruited through flyers posted at shopping centers shopping center, a concentration of retail, service, and entertainment enterprises designed to serve the surrounding region. The modern shopping center differs from its antecedents—bazaars and marketplaces—in that the shops are usually amalgamated into , apartment complexes, and convenience stores The following is a list of convenience stores organized by geographical location. Stores are grouped by the lowest heading that contains all locales in which the brands have significant presence. , were enrolled by telephone. For their participation in the study, subjects were offered a gift certificate valued at $50. Subjects were informed at enrollment that study results would not be reported to them. The study, which was conducted from June 2003 to January 2004, was approved by the NIEHS Institutional Review Board.

Phase I. The purpose of phase I was to quantitatively compare pairs of side-by-side dust samples, with one of each pair collected by the subject and the other by a trained technician. Subjects were mailed a dust collection package containing an introductory letter, a dust collection instruction card, a Mitest dust collector (Indoor Biotechnologies Inc., Charlottesville, VA), two 18 x 24 inch measuring templates, a self-administered questionnaire, and a postage-paid, preaddressed mailing envelope. The Mitest dust collector is a commercially available plastic device that fits on the distal distal /dis·tal/ (-t'l) remote; farther from any point of reference.

dis·tal
adj.
1. Anatomically located far from a point of reference, such as an origin or a point of attachment.
 end of most vacuum cleaner hoses (Figure 1). The collector contains a 40-pm nylon mesh filter that traps vacuumed dust. Using the 10-step procedure described on the dust collection instruction card (Table 1; the instruction card also included illustrations), subjects collected a combined bed and bedroom floor sample.

[FIGURE 1 OMITTED]

On the same day, but after the subject had collected the sample, a technician visited the subject's home and asked the subject to identify the areas sampled. Arrangements for this visit were made during the enrollment telephone call. The technician collected a sample adjacent to, but not overlapping, the area reportedly sampled by the subject. The technicians used the same protocol the subjects used, with three exceptions. First, the technicians used a Eureka Mighty-Mite, model 3685, type B vacuum cleaner for all sample collections (Eureka Company, Bloomington, IL). Second, technicians used the dust collection device employed in the National Survey of Lead and Allergens in Housing rather than the Mitest Dust Collector (Vojta et al. 2002). This device consisted of a 19 mm x 90 mm cellulose cellulose, chief constituent of the cell walls of plants. Chemically, it is a carbohydrate that is a high molecular weight polysaccharide. Raw cotton is composed of 91% pure cellulose; other important natural sources are flax, hemp, jute, straw, and wood.  extraction thimble thimble,
n See coping.

thimble, ionization chamber,
n See chamber, ionization, thimble.
 (Whatman International Ltd., Maidstone, UK) placed in the distal end of the vacuum's extension tube and covered with a clean crevice crevice /crev·ice/ (krev´is) fissure.

gingival crevice  the space between the cervical enamel of a tooth and the overlying unattached gingiva.


crev·ice
n.
 tool. A rubber O-ring placed around the thimble created a seal between the thimble and the vacuum tube vacuum tube: see electron tube.
vacuum tube

Electron tube consisting of a sealed glass or metal enclosure from which the air has been withdrawn. It was used in early electronic circuitry to control a flow of electrons.
. Third, technicians hand-delivered dust samples to the NIEHS, whereas subjects mailed in their samples. Five NIEHS-trained technicians, using three Mighty-Mite vacuum cleaners, collected dust samples in phase I.

Phase II. The purpose of phase II was to examine the sample return rate among a group of subjects who were enrolled by telephone and mailed a dust collection package. The introduction letter instructed the subjects to follow the steps on the dust collection instruction card, as described in Table 1. Study staff recorded the dates that dust collection packages were mailed out and the dates that dust samples were received at the NIEHS. A formal procedure for reminding subjects to return a sample was not written into the protocol. In general, the study manager telephoned a subject if he or she did not return a sample within a month.

Laboratory procedures. The processing and analyses of the dust samples followed protocols used in the National Survey of Lead and Allergens in Housing (Vojta et al. 2002). In the NIEHS laboratory, subject- and technician-collected samples were stored at -20[degrees]C until processing. Phase I and II dust samples were sieved through 425-[micro]m-pore grating and weighed. Phase I dust samples were extracted in phosphate-buffered saline saline /sa·line/ (sa´len) (sa´lin) salty; of the nature of a salt; containing a salt or salts.

normal saline , physiological saline physiologic saline solution.
 and clarified by centrifugation Centrifugation

A mechanical method of separating immiscible liquids or solids from liquids by the application of centrifugal force. This force can be very great, and separations which proceed slowly by gravity can be speeded up enormously in centrifugal
. Supernatants were decanted and stored at -20[degrees]C. Concentrations of the cat allergen Fel d 1 and the dust mite allergen Der p 1 were measured with monodonal-antibody--based, enzyme-linked immunosorbent assays enzyme-linked immunosorbent assay
n.
ELISA.


Enzyme-linked immunosorbent assay (ELISA)
A diagnostic blood test used to screen patients for AIDS or other viruses.
 (Chapman et al. 1987; de Blay et al. 1991). Subject- and technician-collected samples from the same home were always paired on the same microtiter plate A Microtiter plate or microplate is a flat plate with multiple "wells" used as small test tubes. The microplate has become a standard tool in analytical research and clinical diagnostic testing laboratories. . The lower limits of detection were 0.0032 [micro]g allergen/g of dust for Fel d 1 and 0.010 [micro]/g for Der p 1. For statistical analyses, samples below the limit of detection were assigned the value of 0.5 times the lower limit of detection.

Statistical analyses. All analyses, with the exception of calculating mean coefficients of variation, were conducted on the [log.sub.10]-transformed values of allergen concentrations and dust weights to stabilize stabilize

See peg.
 variances. Paired t-tests were conducted to test whether the average difference between pairs of log-transformed values was different from zero. Pearson's correlation coefficients Correlation Coefficient

A measure that determines the degree to which two variable's movements are associated.

The correlation coefficient is calculated as:
 and mean coefficients of variation that compared data between the two methods were calculated. Mean coefficients of variation were calculated from linear models that regressed the standard deviation In statistics, the average amount a number varies from the average number in a series of numbers.

(statistics) standard deviation - (SD) A measure of the range of values in a set of numbers.
 of each data pair against the mean of each data pair. Regression equations Regression equation

An equation that describes the average relationship between a dependent variable and a set of explanatory variables.
 that compared allergen concentrations and dust weights between methods were estimated using generalized linear models Not to be confused with general linear model.
In statistics, the generalized linear model (GLM) is a useful generalization of ordinary least squares regression. It relates the random distribution of the measured variable of the experiment (the
 with technician values as the independent variable and subject values as the dependent variable. For comparisons between demographic groups, separate slopes were fit for each group and tested against each other. All analyses were conducted using SAS (1) (SAS Institute Inc., Cary, NC, www.sas.com) A software company that specializes in data warehousing and decision support software based on the SAS System. Founded in 1976, SAS is one of the world's largest privately held software companies. See SAS System.  statistical software (SAS release 8.2; SAS Institute SAS Institute Inc., headquartered in Cary, North Carolina, USA, has been a major producer of software since it was founded in 1976 by Anthony Barr, James Goodnight, John Sall and Jane Helwig.  Inc., Cary, NC).

Of the 102 subjects enrolled in phase I, one subject collected a sample from a living room floor rather than a bed and bedroom floor and was dropped from statistical analyses. Although all subject-collected samples in phase I contained dust, two samples had only trace amounts of dust remaining after sieving, so those two samples could be neither weighed nor analyzed for allergens. However, for statistical comparisons of sample weights, those two samples were given the value of 0.0005 g (0.5 times the scale's precision). Thus, 101 paired observations were available for statistical comparisons of dust weight, and 99 were available for statistical comparisons of Fel d 1 concentrations. Eleven samples with low dust weights were consumed in Fel d 1 laboratory analyses, which were given priority over Der p 1 laboratory analyses. Therefore, a total of 88 paired observations were available for Der p 1 statistical analyses.

Results

Characteristics of subjects. The demographic characteristics of the 102 subjects enrolled in phase I and the 50 subjects enrolled in phase II are shown in Table 2. In each phase, most subjects were female. Almost all subjects were either white or black, with each of these racial groups being well represented in each phase. Only two phase I subjects and no phase II subjects were Hispanic. Approximately one-half of the subjects in each phase had college degrees. The average ages of phase I and II subjects, respectively, were 36.4 years and 39.0 years, with a wide range of ages represented.

Also shown in Table 2 are characteristics related to the dust sample collection. Approximately 70% of subjects in each phase used an upright vacuum to collect the sample. The most frequently sampled bed size was queen, and almost all of the sampled floors were carpeted. The sheets on most beds sampled had not been washed or changed within 5 days of sampling, and most floors had not been cleaned (swept, vacuumed, dusted, or mopped) within 5 days of sampling.

Comparison of Fel d 1 concentrations. The 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.
 concentrations (micrograms per gram) of Fel d 1 for subject- and technician-collected samples were 0.87 [+ or -] 0.251 (SE) and 0.94 [+ or -] 0.249, respectively. The average difference between paired values was not different from zero (p = 0.598). The correlation between subject- and technician-collected samples was very strong (r = 0.880, p < 0.001). As shown in the scatter plot See scatter diagram.  in Figure 2, the regression line Noun 1. regression line - a smooth curve fitted to the set of paired data in regression analysis; for linear regression the curve is a straight line
regression curve
, with a slope of 0.95, is essentially undistinguishable from the reference line, which has a slope of 1.00. The mean coefficient of variation Coefficient of Variation

A measure of investment risk that defines risk as the standard deviation per unit of expected return.
, which was calculated on the untransformed data, was 52 [+ or -] 2.2% (SE).

When Fel d 1 concentrations were dichotomized at the lower limit of detection (0.0032 [micro]g/g) and the proposed thresholds for allergic al·ler·gic
adj.
1. Of, caused, or characterized by an allergy.

2. Having an allergy or exhibiting an allergic reaction to a substance.



allergic

pertaining to or caused by allergy.
 sensitization sensitization /sen·si·ti·za·tion/ (sen?si-ti-za´shun)
1. administration of an antigen to induce a primary immune response.

2. exposure to allergen that results in the development of hypersensitivity.
 (1 [micro]g/g)and asthma symptoms among allergic patients (8 [micro]g/g), agreements between subject- and technician-collected samples were 98.0, 90.9, and 98.0%, respectively (Custovic et al. 1998; Gelber et al. 1993).

Comparison of Der p 1 concentrations. The geometric mean concentrations (micrograms per gram) of Der p 1 for subject- and technician-collected samples were 0.15 [+ or -] 0.039 (SE) and 0.13 [+ or -] 0.033, respectively. As with Fel d 1, the average difference in paired concentrations was not different from zero (p = 0.258), and the correlation between methodologies was very high (r = 0.868, p < 0.001). The regression line, with a slope of 0.88, closely approximates the reference line (Figure 3). The mean coefficient of variation was 93 [+ or -] 2.7%.

When Der p 1 concentrations were dichotomized at the lower limit of detection (0.010 [micro]g/g) at the proposed thresholds for allergic sensitization (2 [micro]g/g) and asthma symptoms among allergic individuals (10 [micro]g/g), agreements between subject- and technician-collected samples were 90.9, 96.6, and 96.6%, respectively (Korsgaard 1998; Kuehr et al. 1994; Lau et al. 1989; Platts-Mills et al. 1987; Sporik et al. 1990).

Comparison of dust weights. The correlation in dust weights between the two collection methods was significant (r = 0.481, p < 0.001); however, subjected-collected samples were lighter than technician-collected samples (paired t-test, p < 0.001). The geometric mean dust weights of subject- and technician-collected samples were 0.116 x 0.018 g (SE) and 0.224 [+ or -] 0.022 g, respectively. The scatter plot and regression line in Figure 4 illustrate the tendency for subjects to collect lighter samples. Further analyses indicated that the slope of the regression line was not significantly modified by sex (p = 0.383), race (white vs. nonwhite non·white  
n.
A person who is not white.



nonwhite adj.
, p = 0.562), education (any college vs. no college, p = 0.218), age (above median vs. at or below median, p = 0.200), size of bed (king or queen vs. smaller, p = 0.990), or whether the bed sheets had been washed within the previous 5 days (yes vs. no, p = 0.813). Although few hard-surfaced floors were sampled, the slope of the regression line was significantly modified by the type of floor surface (p = 0.004), with weights of the subject- and technician-collected samples being more similar if the floor was hard surfaced (slope = 1.16 [+ or -] 0.156; SE) rather than carpeted (slope = 0.69 [+ or -] 0.116). The slope of the regression line was also modified by the recency of cleaning the floor (p = 0.058), with weights being more similar between methods if the floor had not been cleaned within 5 days (slope = 0.94 [+ or -] 0.122) rather than within 5 days (slope = 0.71 [+ or -] 0.128). The mean coefficient of variation for the dust weight comparison was 66 [+ or -] 2.9%.

Sample return rate. Of the 50 subjects who were enrolled in phase II, 46 returned a dust sample and a completed questionnaire by mail, giving a return rate of 92%. The average number of days for the NIEHS to receive a dust sample from a subject was 19.6 [+ or -] 2.28 (SE). The minimum, median, and maximum were 6, 15, and 88 days. With the outlier outlier /out·li·er/ (out´li-er) an observation so distant from the central mass of the data that it noticeably influences results.

outlier

an extremely high or low value lying beyond the range of the bulk of the data.
 of 88 days excluded from the analysis, it took males longer on average than females to return a sample (22.8 vs. 15.7 days, p = 0.053); however, there were no significant differences by race (p = 0.217), age (p = 0.679), or education (p = 0.317). Demographic information was not available on the four subjects who did not return a questionnaire, but even had this information been available, there were too few subjects in this group to characterize.

The geometric mean dust weight of the phase II samples was 0.144 [+ or -] 0.041 g. Two samples had insufficient amounts of dust to weigh. Geometric mean dust weights for subject-collected samples did not significantly differ between phases I and II (two-sample t-test p = 0.468).

Discussion

This study provides evidence that subject-based sampling would be a valid option for measurements of indoor allergen concentrations. Correlations between subject- and technician-collected samples were very strong for concentrations of the two allergens tested, and percent agreements between the methodologies were very high when concentrations were categorized cat·e·go·rize  
tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es
To put into a category or categories; classify.



cat
 above and below clinically relevant thresholds. In addition, there was no evidence of systematic bias for comparisons of allergen concentrations, as evidenced by the regression slopes. Because the distributions of the untransformed concentrations and dust weights were highly 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
, as is the case in most allergen studies, mean coefficients of variation on the original scale were naturally high.

The correlation coefficients in this study were higher than those reported in a study that compared paired samples collected by a technician using the same vacuum cleaner (Wickens et al. 2004). In that study, which evaluated two somewhat similar dust collection devices, a technician collected side-by-side samples from longitudinal lon·gi·tu·di·nal
adj.
Running in the direction of the long axis of the body or any of its parts.
 halves of 37 mattresses and duplicate DUPLICATE. The double of anything.
     2. It is usually applied to agreements, letters, receipts, and the like, when two originals are made of either of them. Each copy has the same effect.
 samples from 37 floors (the sampled floor area was vacuumed twice) (Wickens et al. 2004). Pearson's correlation coefficients for concentrations of Fel d 1 and Der p 1, respectively, were 0.76 and 0.67 for the bed and 0.82 and 0.58 for the floor (Wickens et al. 2004). Other studies have indicated that allergen concentrations vary between pairs of side-by-side bed and floor samples (Hirsch et al. 1998; Marks et al. 1995). This variation is due to random error, variation in laboratory assays, and the heterogeneity het·er·o·ge·ne·i·ty
n.
The quality or state of being heterogeneous.



heterogeneity

the state of being heterogeneous.
 of allergen concentrations across surfaces.

For dust weight, subjects tended to collect lighter samples. One potential explanation is that subjects might not have been as thorough as the technicians in vacuuming the entire area within the template (1) A pre-designed document or data file formatted for common purposes such as a fax, invoice or business letter. If the document contains an automated process, such as a word processing macro or spreadsheet formula, then the programming is already written and embedded in the , especially when the floor surface was carpeted. We have observed that it is easier to move the dust collection device (regardless of type) across a hard surface than a carpeted surface, which may explain why dust weights were more similar when the sampled floor was hard surfaced. A second potential explanation is the difference in vacuum cleaners used by the subjects and the technicians. Technicians used the same make and model of vacuum cleaner throughout the study, and each of the three vacuum cleaners was new at the start of the study and had clean dust bags. Subjects used their own vacuum cleaners, which on average might have been less efficient than those used by the technicians. A third potential explanation is that the Mitest dust collector used by the subjects is less efficient in collecting dust than is the thimble device used by the technicians. The thimble device was used by the technicians because at the time of this study, we considered it to be the gold standard. However, our own side-by-side testing of these devices on six beds, eight carpeted floors, and six hard-surfaced floors did not reveal a significant difference in log-transformed dust weights across these 20 paired samples (data not shown; paired t-test, p = 0.475).

Whether differences in sample dust weights would affect the results of a study depends on whether the reported measure of exposure is allergen concentration or load. Studies typically report concentration (micrograms of allergen per gram of dust), which theoretically would be the same regardless of the amount of dust collected. However, for studies reporting allergen load, which is the product of the sample dust weight and allergen concentration, lower dust weights would result in lower allergen loads. Because the estimation estimation

In mathematics, use of a function or formula to derive a solution or make a prediction. Unlike approximation, it has precise connotations. In statistics, for example, it connotes the careful selection and testing of a function called an estimator.
 of allergen load is very sensitive to the efficiencies of the vacuuming equipment and the dust collection device and to variations in vacuuming technique, we question, as have others (Wickens et al. 2004), whether load is a reliable measure of allergen exposure.

The major limitation to this subject-based sampling is that it requires subjects (or someone in their household) to have access to a vacuum cleaner, to be able to read and follow written instructions, and to be physically capable of completing the sampling procedure. Vacuum cleaner ownership is not universal, nor is literacy, and it is not likely that all subjects in a target population would be physically capable of performing the procedure. Therefore, this methodology would not be feasible for every study, especially for a study that targeted low-income, inner-city households or the very elderly. In epidemiologic surveys epidemiologic survey,
n See research, epidemiologic survey.
 limited only to subjects who could carry out the procedure, people of low economic status and the very elderly might be underrepresented un·der·rep·re·sent·ed  
adj.
Insufficiently or inadequately represented: the underrepresented minority groups, ignored by the government. 
, which could reduce the generalizability of the results. The exclusion of these groups in clinical and case-control studies case-control study,
n an investigation employing an epidemiologic approach in which previously existing incidents of a medical condition are used in lieu of gathering new information from a randomized population.
 could also reduce the generalizability of results, although it would not be a source of bias as long as intervention (case) and control groups were limited by the same inclusion criteria
For Wikipedia's inclusion criteria, see: What Wikipedia is not.


Inclusion criteria are a set of conditions that must be met in order to participate in a clinical trial.
. Depending on the study size and the number of subjects who could not perform the procedure themselves (or have a household member perform the procedure for them), researchers could combine subject- and technician-based sampling within the same study because the two methods give very similar results. Also, if a relatively small number of subjects did not have vacuum cleaners, the study could provide vacuum cleaners to those subjects. In fact, for small studies in which repeated sampling is needed through time, it would be more economical to provide vacuum cleaners to all subjects than to have technicians make repeated home visits. This would be especially true for studies that send out pairs of technicians to ensure their safety, as was the case in the National Cooperative Inner-City Asthma Study (Mitchell et al. 1997).

The sample return rate among the 50 phase II subjects who volunteered to collect a dust sample and return it by mail was quite good, especially when one considers that a formal call-back procedure was not in place. In general, the study manager telephoned a subject if his or her sample was not received at the NIEHS within a month. Among the 46 subjects who returned a sample and a completed questionnaire, only four were reminded by telephone, and each of them was contacted only once. The subjects who did not return a dust sample were contacted two or three times. Also, because allergen results were not reported to subjects, there was no direct benefit to subjects for their participation, other than the $50 they received. In studies of asthmatic or allergic subjects in which allergen levels would be reported to subjects, one might expect them to be even more motivated mo·ti·vate  
tr.v. mo·ti·vat·ed, mo·ti·vat·ing, mo·ti·vates
To provide with an incentive; move to action; impel.



mo
 to comply with the dust collection protocol. It should be noted that phase II measured sample return rate as opposed to response rate. The subjects in phase II responded to advertising and agreed to participate in the study before the dust collection packages were mailed out, as would be the case in most clinical trials and environmental intervention studies intervention studies,
n.pl the epidemiologic investigations designed to test a hypothesized cause and effect relation by modifying the supposed causal factor(s) in the study population.
. If the dust collection packages had been sent out to a random sample of the population without enrolling them beforehand, as is typically done in surveys, the response rate would likely have been much lower than the sample return rate reported in this study. In addition, this study did not test what the response rate or quality of the samples would have been if subjects had been asked to collect multiple samples over time, as would be the case in longitudinal studies longitudinal studies,
n.pl the epidemiologic studies that record data from a respresentative sample at repeated intervals over an extended span of time rather than at a single or limited number over a short period.
, which typically experience some loss to follow-up.

One of the major benefits of having subjects collect their own samples is lower cost. We estimated a cost of $18 per dust collection package (Mitest dust collector, printed materials, templates, mailing envelopes, and postage POSTAGE. The money charged by law for carrying letters, packets and documents by mail. By act of congress of March 3, 1851, Minot's Statute at Large, U. S. 587, it is enacted as follows:
     2.-Sec. 1.
). For technician-based sampling, there would typically be those same costs (technicians are often required to ship samples) plus the cost of training, equipment, labor, and travel. Even for a local study, the cost of having a technician collect a sample would be $75-100.

In conclusion, subject-collected dust sampling appears to be a valid method for measuring allergen concentrations in homes, and although it has some limitations, it should be considered a feasible option for many epidemiologic and clinical studies.
Table 1. The 10-step procedure described on the
dust collection instruction card.

1.  Bring to your bedroom: the dust collector and its
    cap, the two measuring squares, a watch or clock
    with second hand, and your vacuum cleaner.
2.  Roll back the covers on your bed. Place one square
    on the bottom or fitted sheet. Place the other square
    on the floor beside the bed.
3.  Place the dust collector on the end of your vacuum
    hose (it may fit loosely until the vacuum is turned on).
4.  Prepare your watch or clock for timing. Vacuum the
    area within one square for exactly 2 min. Without
    turning the vacuum off, continue to step 5.
5.  Vacuum the area within the other square for exactly
    2 min.
6.  While holding the collector up, turn the vacuum off.
    Push the cap firmly into the top of the collector.
7.  Remove the collector from the hose and place it
    back into the Ziploc bag and close.
8.  Complete the questionnaire.
9.  Place the following items in the return mailing
    envelop: the Ziploc bag containing the dust collector
    and the completed questionnaire.
10. Place the return envelope in the U.S. mail within 12 hr.

The card given to subjects also included illustrations.

Table 2. Characteristics (frequencies) of subjects enrolled in
phases I and II.

                                   Phase I              Phase II
Characteristics                   (n = 102)             (n = 50)

Demographic characteristics
  Sex
    Female                            81                   31
    Male                              21                   15
    Unknown                            0                    4
  Race
    White                             55                   21
    Black                             38                   22
    Asian                              5                    1
    Native American                    2                    1
    Pacific Islander                   0                    1
    Unknown                            2                    4
  Hispanic ethnicity
    No                               100                   45
    Yes                                2                    0
    Unknown                            0                    5
  Education
    Some high school                   3                    3
    High school                       18                   10
    Some college                      27                    8
    College degree                    53                   25
    Unknown                            1                    4
  Age (years)
    Mean [+ or -] SE          36.4 [+ or -] 1.22   39.0 [+ or -] 1.69
    Median                            33.5                 37.5
    Minimum                           17                   23
    Maximum                           75                   71
Sample-related
    characteristics
  Type of vacuum used
    Upright                           75                   35
    Canister                          10                    7
    Small hand-held                    9                    3
    Central                            1                    0
    Other                              4                    1
    Unknown                            3                    4
  Bed sampled
    Twin/single                       18                    2
    Double/full                       31                   11
    Queen                             39                   19
    King                              13                   13
    Unknown                            1                    5
  Floor covering sampled
    Carpet                            93                   44
    Hard surface                       7                    2
    Carpet and hard surface            1                    0
    Unknown                            1                    4
  Changed sheets within
      5 days
    No                                60                   35
    Yes                               41                    9
    Unknown                            1                    6
  Cleaned floor within
      5 days
    No                                53                   33
    Yes                               48                   13
    Unknown                            1                    4


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A security analysis that uses financial information derived from company annual reports and income statements to evaluate an investment decision.

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A sultan in Egypt.



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Samuel J. Arbes, Jr., (1) Michelle Sever TO SEVER, practice. When defendants who are sued jointly have separate defences, they may in general sever, that is, each one rely on his own separate defence; each may plead severally and insist on his own separate plea. See Severance. , (1) Ben Vaughn Ben Vaughn is an American musician and a longtime Rambler (automobile) enthusiast.

Born in Collingswood, New Jersey, Vaughn's interest in music began at age 6 when his uncle gave him a Duane Eddy record.

He formed the "Ben Vaughn Combo" in 1983.
, (2) Jigna Mehta, (1) Jeffrey T. Lynch, (1) Herman Mitchell, (2) Jane A. Hoppin, (3) Harvey L. Spencer, (1) Dale P. Sandler, (3) and Darryl C. Zeldin (1)

(1) Laboratory of Respiratory Biology, Division of Intramural Research A Division of Intramural Research (or DIR) is a branch of any one of the National Institutes of Health (NIH) which funds research done on NIH campuses, the largest of which is located in Bethesda, Maryland. , National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services Noun 1. Department of Health and Human Services - the United States federal department that administers all federal programs dealing with health and welfare; created in 1979
Health and Human Services, HHS
, Research Triangle Park Research Triangle Park, research, business, medical, and educational complex situated in central North Carolina. It has an area of 6,900 acres (2,795 hectares) and is 8 × 2 mi (13 × 3 km) in size. Named for the triangle formed by Duke Univ. , North Carolina North Carolina, state in the SE United States. It is bordered by the Atlantic Ocean (E), South Carolina and Georgia (S), Tennessee (W), and Virginia (N). Facts and Figures


Area, 52,586 sq mi (136,198 sq km). Pop.
, USA; (2) Rho, Inc., Chapel Hill, North Carolina Chapel Hill is a town in North Carolina and the home of the University of North Carolina at Chapel Hill (UNC-CH), the oldest state-supported university in the United States. As of the 2000 census, it had a population of 48,715. As of 2004 its estimated population was 52,440. , USA; (3) Epidemiology Branch, Division of Intramural Research, National Institute of Environmental Health Sciences; National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA

Address correspondence to D.C. Zeldin, NIEHS/NIH, P.O. Box 12233, MD D2-01, Research Triangle Park, NC 27709 USA. Telephone: (919) 541-1169. Fax: (919) 541-4133. E-mail: zeldin@niehs.nih.gov

We acknowledge the assistance of photographer S. McCaw and graphic artist L. Wyrick (NIEHS Arts and Photography). We also thank A. Hodges (Rho Inc.) for her assistance with data management.

Funding for this study was provided by the Division of Intramural Research, NIEHS, NIH.

The authors declare they have no competing financial interests.

Received 8 October 2004; accepted 14 March 2005.
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No portion of this article can be reproduced without the express written permission from the copyright holder.
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Title Annotation:Research / Article
Author:Zeldin, Darryl C.
Publication:Environmental Health Perspectives
Date:Jun 1, 2005
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