Navy Asbestos Medical Surveillance Program : Demographic Features and Trends in Abnormal Radiographic Findings

Size: px
Start display at page:

Download "Navy Asbestos Medical Surveillance Program 1990 1999: Demographic Features and Trends in Abnormal Radiographic Findings"

Transcription

1 MILITARY MEDICINE, 171, 8:717, 2006 Nvy Asbestos Medicl Surveillnce Progrm : Demogrphic Fetures nd Trends in Abnorml Rdiogrphic Findings Gurntor: Dnielle M. Dell, MPH Contributors: Dnielle M. Dell, MPH; CAPT Bruce K. Bohnker, MC USN(FS) (Ret.); John G. Muller, MD MPH; CDR Aln F. Philippi, MC USNR; LCDR Frncesc K. Litow, MC USNR; CAPT W. Grry Rudolph, MC USN; Jose E. Hernndez, CIH; CAPT Dvid A. Hilnd, MC USN A 10-yer cross-sectionl nlysis ws conducted for 233,353 rdiogrphic exmintions performed s prt of the Nvy Asbestos Medicl Surveillnce Progrm. Demogrphic nd temporl trends in bnorml rdiogrphs were ssessed during this nlysis. Abnorml rdiogrph prevlence incresed significntly with ge, nd bnorml rdiogrphs were nerly 30 times more likely to occur mong prticipnts 60 to 69 yers of ge, compred with prticipnts 20 yers of ge (odds rtio, 27.57; 95% confidence intervl, ). Men were 5 times more likely thn women to hve n bnorml rdiogrph (odds rtio, 5.84; 95% confidence intervl, ); fter controlling for differences in ge, this gender ssocition remined significnt only for prticipnts 30 yers of ge. The proportion of bnorml rdiogrphs decresed significntly over the study period [ 2 (df 1) test for trend, , p ], lthough the cohort men ge incresed. Despite ging of the Asbestos Medicl Surveillnce Progrm popultion, the overll prevlence of rdiogrphic bnormlities is declining; future studies should exmine the resons for this observtion. Introduction sbestos hs been widely used in ships nd shipyrds A throughout the United Sttes. Growing concerns in the 1970s bout the helth effects of sbestos led to the development of Occuptionl Sfety nd Helth Administrtion (OSHA) stndrds tht regulte workplce exposure, provide guidelines for protective mesures, nd outline medicl surveillnce procedures for exposed workers. 1 3 In 1979, the U.S. Nvy implemented these OSHA stndrds, including medicl surveillnce of exposed workers. The U.S. Nvy Asbestos Medicl Surveillnce Progrm (AMSP) includes both civilin nd ctive duty militry personnel who hve been occuptionlly exposed to sbestos for 30 dys per yer, t or bove the permissible exposure limit of 0.1 fibers per cm 3 of ir over n 8-hour workdy. 4 In ddition, employees engged in clss I, II, or III work re enrolled in the AMSP. 4 The prescribed OSHA procedures for medicl surveillnce re documented in greter detil elsewhere. 1 3 Briefly, medicl nd work histories re obtined nd physicl exmintion tht includes chest rdiogrph nd pulmonry function tests (forced expirtory volume in 1 second nd forced vitl cpcity) Nvy Environmentl Helth Center, Portsmouth, VA The views expressed re the privte ones of the uthors nd should not be considered pproved by or representtive of the Bureu of Medicine nd Surgery, the Deprtment of the Nvy, or the Deprtment of Defense. This mnuscript ws received for review in June 2004 nd ws ccepted for publiction in August is performed. The chest rdiogrph is coded for chnges ccording to the uniform stndrds developed nd mintined by the Interntionl Lbor Office. The Nvy Environmentl Helth Center (NEHC) in Portsmouth, Virgini, hs mintined n electronic dtbse of the AMSP exmintions since the inception of the AMSP. Severl peer-reviewed journl rticles hve been published on the entire AMSP cohort, 5 7 s well s geogrphic subsets of tht popultion. 8,9 Recent rticles exmined demogrphic fetures nd smoking for 1995 to 1999 nd chnges in pulmonry functions from 1991 to 1999 nd from 1984 to These nlyses demonstrted tht history of sbestos exposure hd dverse effects on forced expirtory volume in 1 second nd forced vitl cpcity from 1984 to 1990; however, no such ssocition ws observed from 1991 to These results suggest tht exposure-btement progrms might hve resulted in decrese in sbestos exposure nd subsequent decrese in dverse spirometry findings in the AMSP cohort. Asbestos exposure is ssocited with chnges in lung function, s well s rdiologicl chnges in the lung The purposes of this rticle re to provide n initil description of the trends in rdiogrphic findings ccording to demogrphic fetures, to present temporl trends in the prevlence of rdiogrphic bnormlities for the 10-yer period from 1990 to 1999, nd to ssist in the development of priorities for future nlyses with the AMSP dtbses. This rticle ws written s prt of the ongoing efforts of NEHC to nlyze nd to ssess the effectiveness of the AMSP. Methods The AMSP dtbse (Ashton-Tte Corportion, Torrnce, Cliforni) ws mintined in dbse III formt until 1999, when it ws converted into Microsoft Access 2000 (Microsoft, Redmond, Wshington). The dtbse includes severl different individul files, with one file contining records for 1979 to 1989 nd nother file contining records for 1990 to This ws becuse of formt chnges in 1989, which mde the two dtsets generlly comprble but not completely identicl. To dte, no dt nlysis hs been performed on ny of the rdiogrphic dt. Therefore, n initil, popultion-bsed, cross-sectionl nlysis ws conducted for the most recent computerized AMSP rdiogrph file ( ), to ssess overll demogrphic fetures nd temporl trends in rdiogrphic findings. Rdiogrphs were coded nd scored by B-reders, who re trined nd certified through the Ntionl Institute for Occuptionl Sfety nd Helth. 18 The B-reder findings re recorded on the 717

2 718 Nvy AMSP Trends NAVMED 6260/7 form, which is equivlent to the CDC/NIOSH (M) 2.8 REV. 4/80 form. The following informtion is recorded on the NAVMED 6260/7 form: evidence of pneumonoconiosis; presence of prenchyml bnormlities, s well s shpe, zones, nd profusion of the bnormlities; nd presence of pleurl thickening, s well s loclity, width, extent, nd clcifiction of the thickening. In ddition to the B-reder findings, the AMSP rdiogrph dtbse includes demogrphic informtion, such s dte of birth, gender, nd rce, nd informtion regrding ctive duty sttus nd the purpose of the exmintion (i.e., initil, periodic, or termintion). Informtion regrding sbestos exposure is not mintined in the AMSP rdiogrph dtbse. The rdiogrphic dt re mintined in dtbse seprte from the clinicl exmintion dt; the current nlysis used only the AMSP rdiogrphic dt. The rdiogrphic dt file includes personl identifiers (Socil Security numbers), nd privcy ws mintined by using pssword-protected computers nd dtbses; becuse NEHC nlysis of the dt is mndted element of the AMSP, no informed consent ws obtined. Descriptive demogrphic findings were generted for the entire cohort, including ge, gender, nd rce/ethnicity. For the demogrphic vribles, odds rtios (ORs) nd 95% confidence intervls (CIs) were clculted. In ddition, nnul trends in the presence of ny bnormlities consistent with pneumoconiosis, s well s prenchyml nd pleurl bnormlities, were ssessed by using the 2 test for trend. Dt nlysis ws conducted with EpiInfo version 6.0 softwre (Centers for Disese Control nd Prevention, Atlnt, Georgi) nd SPSS version 10.0 softwre (SPSS, Chicgo, Illinois). Dt were clened, nd obviously incorrect dt vlues (e.g., gender coded s U or ge of 0 yers) were censored from nlysis. Tests for sttisticl significnce were conducted t the 0.05 level. Results A totl of 233,353 records were included in the AMSP rdiogrph dtbse ( ). Annul rdiogrphic submissions generlly exceeded the nnul physicl exmintion submissions reported previously. 11 The reson for this disprity is not known. Initil nlysis found tht the number of records for 1999 ws reltively smll, compred with erlier yers. Dt entry for the 1999 records ws hlted becuse of Y2K concerns, which likely explins the pucity of records. For the study period, 86% of the rdiogrphs were tken s prt of periodic exmintions (Tble I). As shown in Tble I, the mjority of records were for mle prticipnts (97.3%), which is consistent with previous reports. 10,11 Cucsin subjects (73.3%) represented the lrgest rcil/ethnic group in the dtbse. The following rcil/ethnic groups were lso represented: Africn Americn (11.5%), Asin (7.6%), Hispnic (2.5%), nd other (4.9%). These results re lso consistent with previous nlysis. 11 Tble I illustrtes the men ges of prticipnts ccording to gender nd rce. The overll men ge t the time of the rdiogrph ws 46.2 yers. Mle subjects were 4 yers older thn femle subjects (46.3 yers vs yers); this difference ws sttisticlly significnt (t 32.4, p ). It is lso importnt to note tht the men ge of prticipnts t the time of the rdiogrph incresed significntly over time (one-wy nlysis TABLE I DEMOGRAPHIC CHARACTERISTICS OF THE AMSP X-RAY DATABASE (N 233,353) Mle Femle Totl Age 20 yers 648 (0.3) 56 (0.9) 704 (0.3) yers 11,746 (5.2) 784 (12.6) 12,530 (5.4) yers 37,742 (16.9) 1,649 (26.6) 39,391 (17.1) yers 95,265 (42.5) 2,321 (37.4) 97,586 (42.4) yers 66,256 (29.6) 1,190 (19.2) 67,446 (29.3) yers 12,270 (5.5) 208 (3.4) 12,478 (5.4) Totl 223,927 (100.0) 6,208 (100.0) 230,135 (100.0) Men SD Rce/ethnicity Cucsin 166,258 (73.4) 4,413 (66.1) 170,401 (73.2) Africn Americn 25,193 (11.1) 1,470 (23.5) 26,663 (11.5) Asin 17,474 (7.7) 269 (4.3) 17,743 (7.6) Hispnic 5,774 (2.6) 134 (2.1) 5,908 (2.5) Indin 616 (0.3) 25 (0.3) 641 (0.3) Other rce 11,081 (4.9) 223 (3.6) 11,304 (4.9) Totl b 226,396 (100.0) 6,264 (100.0) 232,660 (100.0) Visit type Initil 18,488 (8.2) 1,093 (17.4) 19,581 (8.4) Periodic 195,317 (86.3) 4,711 (75.2) 200,028 (86.0) Termintion 12,496 (5.5) 463 (7.4) 12,959 (5.6) Totl c 226,301 (100.0) 6,267 (100.0) 232,568 (100.0) Dt re missing for 3,218 (1.4%) records. b Dt re missing for 693 (0.3%) records. c Dt re missing for 785 (0.3%) records.

3 Nvy AMSP Trends of vrince, F , p ), from 45.2 yers during the 1990 exmintions to 48.3 yers for the exmintions conducted in 1999 (dt not shown). Tble II displys the proportion of rdiogrphs coded for the presence of ny bnorml findings consistent with pneumoconiosis, ccording to gender nd rce. Rdiogrphs conducted mong mle subjects were 5 times more likely to demonstrte n bnormlity, compred with rdiogrphs performed for femle subjects (OR, 5.84; 95% CI, ). Age ws lso significnt risk fctor for hving n bnormlity pper on rdiogrph (Tble II). Compred with prticipnts 20 yers of ge, the risk of hving n bnorml rdiogrph ws nerly 30-fold greter mong prticipnts 60 to 69 yers of ge (OR, 27.57; 95% CI, ). Rdiogrphs were 3 times more likely to demonstrte n bnormlity if they were tken during periodic visit (OR, 2.95; 95% CI, ) or termintion visit (OR, 2.89; 95% CI, ). Strtifiction ccording to ge group controls for potentil confounding tht ge might confer on the ssocition between gender nd bnorml rdiogrphs. Age-strtified reltive risks demonstrted tht the significnt ssocition between gender nd bnorml rdiogrphs ws restricted to prticipnts who were 30 yers of ge t the time of exmintion (Tble III). Tble IV lists the proportions of rdiogrphs coded for the presence of bnorml findings consistent with pneumoconiosis, ccording to yer of exmintion. For the entire study period, % of the rdiogrphs were coded s positive for pneumoconiosis. The proportion of rdiogrphs coded s positive for pneumoconiosis decresed significntly over time ( 2 [df 1] test for trend, , p ). Among the 1990 rdiogrphs, 15.5% were coded s positive for pneumoconiosis, compred with 9.7% of the rdiogrphs tken in When the dt were strtified ccording to gender, significnt declines in bnorml rdiogrphs were observed for both mle subjects ( 2 [df 1] test for trend, , p ) nd femle subjects ( 2 [df 1] test for trend, 2 6.0, p 0.014) (dt not shown). Abnormlities were further ctegorized s prenchyml or pleurl. Tble V presents the proportions of rdiogrphs coded s showing prenchyml bnormlities, ccording to yer of exmintion. Although the overll prevlence of prenchyml bnormlities ws low (3.6%), there ws significnt trend of decresing prevlence over time ( 2 [df 1] test for trend, , p 0.001). Approximtely 5% of the rdiogrphs were coded s positive for prenchyml bnormlities, compred with 2.3% of the rdiogrphs in Similr results were observed for pleurl bnormlities (Tble VI). The proportion of rdiogrphs coded for pleurl bnormlities decresed from 2.4% in 1990 to 1.4% in 1999 ( 2 [df 1] test for trend, , p ). Interntionl Lbor Office profusion codes were ggregted ccording to the degree of bnormlity (Tble VII). The proportion of rdiogrphs coded s 1/0 on the NAVMED 6260/7 form TABLE II PROPORTION OF X-RAYS POSITIVE FOR PNEUMOCONIOSIS, ACCORDING TO GENDER, AGE, AND RACE, 1990 TO 1999 (N 233,353) X-ry Positive X-ry Negtive Totl OR (95% CI) Gender Mle 32,071 (14.2) 193,373 (85.8) 225,444 (100.0) 5.84 ( ) Femle 172 (2.8) 6,069 (97.2) 6,241 (100.0) Totl 32,243 (13.9) 199,442 (86.1) 231,685 (100.0) Age 20 yers 10 (1.4) 689 (98.6) 699 (100.0) yers 267 (2.1) 12,186 (97.9) 12,453 (100.0) 1.51 ( ) yers 1,995 (5.1) 37,197 (94.9) 39,192 (100.0) 3.70 ( ) yers 11,503 (11.9) 85,534 (88.1) 97,037 (100.0) 9.27 ( ) yers 14,344 (21.4) 52,667 (78.6) 67,011 (100.0) ( ) yers 3,532 (28.6) 8,827 (71.4) 12,359 (100.0) ( ) Totl b 31,651 (13.9) 197,100 (86.1) 228,751 (100.0) Rce/ethnicity Cucsin 24,425 (14.4) 144,939 (85.6) 169,364 (100.0) Africn Americn 3,214 (12.1) 23,265 (87.9) 26,479 (100.0) 0.82 ( ) Asin 2,157 (12.2) 15,522 (87.8) 17,679 (100.0) 0.83 ( ) Hispnic 741 (12.6) 5,138 (87.4) 5,879 (100.0) 0.86 ( ) Indin 102 (15.9) 538 (84.2) 640 (100.0) 1.13 ( ) Other 1,565 (14.0) 9,648 (86.0) 11,213 (100.0) 0.96 ( ) Totl c 32,204 (13.9) 199,050 (86.1) 231,254 (100.0) Visit type Initil 1,074 (5.5) 18,382 (94.5) 19,456 (100.0) Periodic 29,239 (14.7) 169,613 (85.3) 198,852 (100.0) 2.95 ( ) Termintion 1,860 (14.5) 11,000 (85.5) 12,860 (100.0) 2.89 ( ) Totl d 32,173 (13.9) 198,995 (86.1) 231,168 (100.0) Dt re missing for 1,668 (0.7%) records. b Dt re missing for 4,602 (2.0%) records. c Dt re missing for 2,099 (0.9%) records. d Dt re missing for 2,185 (0.9%) records.

4 720 Nvy AMSP Trends TABLE III AGE-STRATIFIED GENDER-SPECIFIC, RELATIVE RISK FOR X-RAYS POSITIVE FOR PNEUMOCONIOSIS (N 233,353) Adjusted OR Age X-ry Positive X-ry Negtive Totl (95% CI) 20 yers Mle 9 (1.4) 635 (98.6) 644 (100.0) 0.75 ( ) Femle 1 (1.9) 53 (98.1) 54 (100.0) Totl 10 (1.4) 688 (98.6) 698 (100.0) yers Mle 254 (2.2) 11,409 (97.8) 11,663 (100.0) 1.31 ( ) Femle 13 (1.7) 766 (98.3) 779 (100.0) Totl 267 (2.1) 12,175 (97.9) 12,442 (100.0) yers Mle 1,974 (5.3) 35,557 (94.7) 37,531 (100.0) 4.73 ( ) Femle 19 (1.2) 1,620 (98.8) 1,639 (100.0) Totl 1,993 (5.1) 37,177 (94.9) 39,170 (100.0) yers Mle 11,441 (12.1) 83,257 (87.9) 94,698 (100.0) 5.15 ( ) Femle 60 (2.6) 2,250 (97.4) 2,310 (100.0) Totl 11,501 (11.9) 85,507 (88.1) 97,008 (100.0) yers Mle 14,271 (21.7) 51,508 (78.3) 65,779 (100.0) 4.84 ( ) Femle 64 (5.4) 1,117 (94.6) 1,181 (100.0) Totl 14,335 (21.4) 52,625 (78.6) 66,960 (100.0) yers Mle 3,515 (28.9) 8,632 (71.1) 12,147 (100.0) 6.01 ( ) Femle 13 (6.3) 192 (93.7) 205 (100.0) Totl 3,528 (28.6) 8,824 (71.4) 12,352 (100.0) TABLE IV PROPORTION OF X-RAYS POSITIVE FOR PNEUMOCONIOSIS, ACCORDING TO YEAR OF EXAMINATION Yer X-ry Positive for Pneumoconiosis Dt re missing for 515 (0.2%) records. The 2 test for trend: 2 (df 1) (p ). incresed over the study period, from 64.6% in 1990 to 79.4% in (The numbers for 1999 re smll nd therefore should be interpreted with cution.) Conversely, the proportion of rdiogrphs coded s 1/1 or 1/2 decresed by 13.8% from 1990 to A similr declining trend ws observed for the progressively bnorml profusions, lthough ctul rtes of bnormlities were very low. Discussion X-ry Negtive for Pneumoconiosis Totl ,687 (15.5) 14,668 (84.5) 17, ,714 (15.1) 26,593 (84.9) 31, ,666 (16.6) 28,527 (83.4) 34, ,387 (13.4) 28,288 (86.6) 32, ,649 (12.4) 25,736 (87.6) 29, ,413 (12.7) 23,500 (87.3) 26, ,495 (11.7) 18,813 (88.3) 21, ,659 (13.4) 17,180 (86.6) 19, ,315 (14.5) 13,668 (85.5) 15, (9.7) 2,580 (90.3) 2,857 Totl 32,262 (13.9) 200,389 (86.1) 232,838 Our nlysis of 233,000 rdiogrphic records from the Nvy AMSP found sttisticlly significnt decreses in the rtes of TABLE V PROPORTION OF X-RAYS POSITIVE FOR PARENCHYMAL ABNORMALITIES, ACCORDING TO YEAR OF EXAMINATION Yer X-ry Positive for Prenchyml Abnormlities X-ry Negtive for Prenchyml Abnormlities Totl (4.7) 16,540 (95.3) 17,354 (100.0) ,245 (4.0) 30,054 (96.0) 31,299 (100.0) ,719 (5.0) 32,461 (95.0) 34,180 (100.0) ,129 (3.5) 31,541 (96.5) 32,670 (100.0) (2.9) 28,511 (97.1) 29,370 (100.0) (3.4) 25,972 (96.6) 26,894 (100.0) (2.9) 20,671 (97.1) 21,294 (100.0) (2.8) 19,280 (97.2) 19,834 (100.0) (2.5) 15,582 (97.5) 15,981 (100.0) (2.3) 2,792 (97.7) 2,857 (100.0) Totl 8,329 (3.6) 223,404 (96.4) 231,733 (100.0) Dt re missing for 1,620 (0.7%) records. The 2 test for trend: 2 (df 1) (p ). bnorml findings over 10-yer study period ( ). This decline ws pprent despite n increse in the men ge of the popultion over the study period. The overll prevlence of bnorml rdiogrphic findings cross the entire study period ws 13.9%, which is comprble to surveillnce reports from other sbestos-exposed cohorts, such s the Long Bech shipyrd workers. 17 Temporl declines in the prevlence of bnorml rdiogrphs were observed for mle nd femle subjects, lthough the re-

5 Nvy AMSP Trends TABLE VI PROPORTION OF X-RAYS POSITIVE FOR PLEURAL ABNORMALITIES, ACCORDING TO YEAR OF EXAMINATION Yer X-ry Positive for Pleurl Abnormlities X-ry Negtive for Pleurl Abnormlities Totl (2.4) 16,938 (97.6) 17,353 (100.0) (1.9) 30,688 (98.1) 31,275 (100.0) (2.7) 33,244 (97.3) 34,175 (100.0) (2.1) 31,982 (97.9) 32,671 (100.0) (1.7) 28,875 (98.3) 29,377 (100.0) (2.2) 26,293 (97.8) 26,898 (100.0) (1.8) 20,908 (98.2) 21,298 (100.0) (1.5) 19,546 (98.5) 19,836 (100.0) (1.0) 15,820 (99.0) 15,980 (100.0) (1.4) 2,812 (98.6) 2,853 (100.0) Totl 4,610 (2.0) 227,106 (98.0) 231,716 (100.0) Dt re missing for 1,637 (0.7%) records. The 2 test for trend: 2 (df 1) (p ). sons for these declines cnnot be determined from the present nlysis. Age ws identified s strong risk fctor for hving n bnorml rdiogrph; future studies of other risk fctors, including sbestos exposure, should ccount for potentil ge effects on rdiogrphic outcomes. In ddition to ll rdiogrphic bnormlities, proportions of pleurl nd prenchyml bnormlities demonstrted temporl declines. The overll proportion of prenchyml bnormlities coded s 1/0 nd bove in this study ws greter thn vlues reported from previous study of the first 45,647 records in the AMSP. 5 The resons for this difference re not known but could be ttributed to chnges in cohort composition over time, differences in B-reder interprettion over time, chnges in AMSP forms, or chnges in risk fctors. Although this rticle provides n initil descriptive look t the trends in AMSP rdiogrphic results, the nlysis does hve limittions. Becuse of the cross-sectionl nture of this nlysis, it is not possible to determine whether the decrese over time is ttributble to rdiogrphic chnges for individuls with bnorml findings or cohort turnover. It is importnt to note tht 85% of ll records were periodic rther thn initil or 721 termintion; therefore, the decline in rdiogrphic bnormlities cnnot be ttributed solely to chnges in cohort composition. Moreover, the proportion of rdiogrph visits coded s initil declined stedily from 12.9% in 1990 to 3.3% in 1999; therefore, proportionlly fewer new cohort members re entering the AMSP. The AMSP rdiogrph dtbse contins personl identifiers, including Socil Security numbers, nd future reserch could include n ttempt to link follow-up visits for individuls, to determine whether there re temporl chnges in rdiogrphic results ccording to prticipnt. Chnges in rdiogrphic findings over time my lso be ttributed to differences in B-reders; study conducted with the AMSP dt reveled significnt differences in the identifiction of rdiogrphic bnormlities depending on the B-reder. 4 Within the context of this cross-sectionl nlysis, it ws not possible to ssess individul risk fctors or vritions in B- reder interprettion. It is importnt to note, however, tht films re rndomly ssigned to B-reders; consequently, this bis should be minimized. Temporl differences in risk fctors, such s cigrette smoking nd sbestos exposure, my lso contribute to the observed chnges in rdiogrphic findings. These risk fctors were not exmined in this cross-sectionl nlysis. Self-reported sbestos exposure informtion nd cigrette smoking history re obtined during the clinicl exmintion; these dt could be linked to the rdiogrph dtbse to llow future nlysis of rdiogrphic findings ccording to sbestos exposure nd/or cigrette smoking. Despite these limittions, this rticle presents the first descriptive epidemiologicl nlysis of the AMSP rdiogrphic dt nd presents number of options for future reserch. The size of the dtbse llows for multiple studies, lthough the first logicl study would exmine the dtbse for records for 1980 to Future nlyses could lso include n nlysis of sequentil rdiogrphs for consistency nd progression of disese, which would be informtive, given the AMSP smple size nd durtion of film collection. It would lso be useful to integrte smoking nd sbestos exposure from the medicl history/ physicl exmintion dtbse into the rdiogrph dtbse, to determine wht effect these exposures hve on lung bnormlities. Differences in the proportions of bnorml rdiogrphs c- TABLE VII INTERNATIONAL LABOR OFFICE PROFUSION CODES ACCORDING TO YEAR OF EXAMINATION, Yer 1/0 1/1 1/2 2/1 2/3 Totl (64.6) 264 (32.6) 23 (2.8) 811 (100.0) (71.3) 323 (26.0) 33 (2.7) 1,241 (100.0) ,206 (70.3) 468 (27.3) 41 (2.4) 1,715 (100.0) (72.4) 275 (24.4) 36 (3.2) 1,125 (100.0) (70.5) 237 (27.7) 16 (1.9) 857 (100.0) (71.1) 239 (26.0) 26 (2.8) 918 (100.0) (68.1) 190 (30.0) 12 (1.9) 633 (100.0) (77.1) 117 (21.2) 9 (1.6) 551 (100.0) (79.4) 75 (18.8) 7 (1.8) 398 (100.0) (66.2) 19 (29.2) 3 (4.6) 65 (100.0) Totl 5,901 (71.0) 2,207 (26.5) 206 (2.5) 8,314 (100.0)

6 722 Nvy AMSP Trends cording to ge, gender, nd rce were observed; whether these differences re ttributble to differences in sbestos exposure, cigrette exposure, or some other unmesured risk fctor is not known. The proportion of bnorml rdiogrphs decresed significntly over time; similr trends were noted specificlly for prenchyml nd pleurl bnormlities. Within the context of this cross-sectionl nlysis, it is not possible to determine whether this decline is ttributble to decreses in occuptionl sbestos exposure, chnges in cigrette smoking, or differences in B-reders. Future reserch should be conducted to explore potentil resons for the observed differences in bnorml rdiologicl findings cross demogrphic groups nd the observed temporl decline in bnorml rdiologicl findings. Given the low prevlence of rdiogrphic bnormlities nd the demonstrted temporl decline in bnormlities, it my be worthwhile to trget future surveillnce efforts towrd workers most hevily exposed to sbestos. Conclusions This initil nlysis of 233,000 rdiogrphic records from the Nvy AMSP from 1990 to 1999 found tht the nnul prevlence of bnorml redings decresed significntly over the study period, which suggests effectiveness of sbestos-btement efforts, lthough other explntions cnnot be ruled out. This temporl decrese ws significnt for men, women, nd Africn Americn nd Asin subgroups. The men ge for the studied popultion incresed over the study period, nd ge ws strong risk fctor for bnorml rdiogrphic findings. The study did not include sbestos exposure levels or smoking history. Demogrphic fetures within the group were generlly similr to previous findings, lthough more rdiogrphic records thn physicl exmintion records were vilble for the period studied. This initil cross-sectionl study lso identified priorities for ongoing nlysis of the Nvy AMSP dtbse. References 1. Title 29, Code of Federl Regultions Section , OSHA Asbestos Stndrd, ltest revision, December 1, Title 29, Code of Federl Regultions Section , OSHA Asbestos Construction Stndrd, ltest revision, December 1, Title 29, Code of Federl Regultions Section , OSHA Asbestos Exposure in All Shipyrd Work, ltest revision, December 1, Chief of Nvl Opertions: OPNAVINST F. Wshington, DC, Government Printing Office, Avilble t _23G.pdf; ccessed December 1, Ductmn AM, Withers BF, Yng WN: Smoking nd roentgenogrphic opcities in U.S. Nvy sbestos workers. Chest 1990; 97: Withers BF, Ductmn AM, Yng WN: Roentgenogrphic evidence for predominnt left-sided loction of unilterl pleurl plques. Chest 1989; 95: Ductmn AM, Yng WN, Formn SA: B-reders nd sbestos medicl surveillnce. J Occup Med 1988; 30: Li VC, Young JK, Terry PB, et l: Behviorl, ttitudinl nd physiologicl chrcteristics of smoking nd nonsmoking sbestos-exposed shipyrd workers. J Occup Med 1983; 25: Kolonel LN, Yoshizw CN, Hiroht T: Cncer occurrence in shipyrd workers exposed to sbestos in Hwii. Cncer Res 1985; 45: Bohnker BK, Betts LS, Sck DM, Crft N: Nvy Asbestos Medicl Surveillnce Progrm, : demogrphic chrcteristics nd smoking sttus. Milit Med 2001; 166: Bohnker BK, Betts LS, Sck DM, Crft N: Nvy Asbestos Medicl Surveillnce Progrm ( ): liner regression nlysis for the effect of sbestos exposure on pulmonry functions. Milit Med 2004; 169: Bohnker BK, Betts LS, Sck DM, Crft N: Nvy Asbestos Medicl Surveillnce Progrm ( ): liner regression nlysis for the effect of sbestos exposure on pulmonry functions. Milit Med 2004; 169: Muller JG, Bohnker BK, Philippi AF, Litow FK, Rudolph G, Hernndez JE: Trends in pleurl rdiogrphic findings in the Nvy Asbestos Medicl Surveillnce Progrm ( ). Milit Med 2005; 170: Rosenstock L, Hudson LD: The pleurl mnifesttions of sbestos exposure. Occup Med 1987; 2: Zitting AJ, Krjlinen A, Impivr O, et l: Rdiogrphic smll lung opcities nd pleurl bnormlities s consequence of sbestos exposure in n dult popultion. Scnd J Work Environ Helth 1995; 21: Kilburn KH, Lilis R, Anderson HA, Miller A, Wrshw RH: Interction of sbestos, ge nd cigrette smoking in producing evidence of diffuse pulmonry fibrosis. Am J Med 1986; 80: Felton JS: Rdiogrphic serch for sbestos-relted disese in nvl shipyrd. Ann NY Acd Sci 1979; 330: Morgn RH: Proficiency exmintion of physicins for clssifying pneumoconiosis chest films. AJR Am J Roentgenol 1979; 132:

Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013

Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013 Utiliztion of Smoking Cesstion Benefits in Medicid Mnged Cre, 2009-2013 Office of Qulity nd Ptient Sfety New York Stte Deprtment of Helth Jnury 2015 Introduction According to the New York Stte Tocco Control

More information

Lump-Sum Distributions at Job Change, p. 2

Lump-Sum Distributions at Job Change, p. 2 Jnury 2009 Vol. 30, No. 1 Lump-Sum Distributions t Job Chnge, p. 2 E X E C U T I V E S U M M A R Y Lump-Sum Distributions t Job Chnge GROWING NUMBER OF WORKERS FACED WITH ASSET DECISIONS AT JOB CHANGE:

More information

2015 EDITION. AVMA Report on Veterinary Compensation

2015 EDITION. AVMA Report on Veterinary Compensation 2015 EDITION AVMA Report on Veterinry Compenstion AVMA Report on Veterinry Compenstion 2015 EDITION Copyright 2015 by the All rights reserved. ISBN-13: 978-1-882691-31-9 AVMA Report on Veterinry Compenstion

More information

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3.

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3. The nlysis of vrince (ANOVA) Although the t-test is one of the most commonly used sttisticl hypothesis tests, it hs limittions. The mjor limittion is tht the t-test cn be used to compre the mens of only

More information

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report DlNBVRGH + + THE CITY OF EDINBURGH COUNCIL Sickness Absence Monitoring Report Executive of the Council 8fh My 4 I.I...3 Purpose of report This report quntifies the mount of working time lost s result of

More information

GAO IRS AUDIT RATES. Rate for Individual Taxpayers Has Declined But Effect on Compliance Is Unknown

GAO IRS AUDIT RATES. Rate for Individual Taxpayers Has Declined But Effect on Compliance Is Unknown GAO United Sttes Generl Accounting Office Report to the Chirmn, Subcommittee on Oversight, Committee on Wys nd Mens, House of Representtives April 2001 IRS AUDIT RATES Rte for Individul Txpyers Hs Declined

More information

Subjective health complaints and psychosocial work environment among university personnel

Subjective health complaints and psychosocial work environment among university personnel Occuptionl Medicine Advnce Access published November 8, 2012 Occuptionl Medicine doi:10.1093/occmed/kqs188 Subjective helth complints nd psychosocil work environment mong university personnel Bente E.

More information

Health insurance marketplace What to expect in 2014

Health insurance marketplace What to expect in 2014 Helth insurnce mrketplce Wht to expect in 2014 33096VAEENBVA 06/13 The bsics of the mrketplce As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum

More information

FDIC Study of Bank Overdraft Programs

FDIC Study of Bank Overdraft Programs FDIC Study of Bnk Overdrft Progrms Federl Deposit Insurnce Corportion November 2008 Executive Summry In 2006, the Federl Deposit Insurnce Corportion (FDIC) initited two-prt study to gther empiricl dt on

More information

Health insurance exchanges What to expect in 2014

Health insurance exchanges What to expect in 2014 Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 02/13 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount

More information

Why is the NSW prison population falling?

Why is the NSW prison population falling? NSW Bureu of Crime Sttistics nd Reserch Bureu Brief Issue pper no. 80 September 2012 Why is the NSW prison popultion flling? Jcqueline Fitzgerld & Simon Corben 1 Aim: After stedily incresing for more thn

More information

Estimating Exchange Rate Exposures:

Estimating Exchange Rate Exposures: Estimting Exchnge Rte Exposures: Issues in Model Structure * Gordon M. Bodnr ** Pul H. Nitze School of Advnced Interntionl Studies, The Johns Hopkins University 1740 Msschusetts Avenue NW Wshington, DC

More information

How To Study The Effects Of Music Composition On Children

How To Study The Effects Of Music Composition On Children C-crcs Cognitive - Counselling Reserch & Conference Services (eissn: 2301-2358) Volume I Effects of Music Composition Intervention on Elementry School Children b M. Hogenes, B. Vn Oers, R. F. W. Diekstr,

More information

GAO HIGHER EDUCATION. Federal Science, Technology, Engineering, and Mathematics Programs and Related Trends

GAO HIGHER EDUCATION. Federal Science, Technology, Engineering, and Mathematics Programs and Related Trends GAO United Sttes Government Accountbility Office Report to the Chirmn, Committee on Rules, House of Representtives October 2005 HIGHER EDUCATION Federl Science, Technology, Engineering, nd Mthemtics Progrms

More information

Health insurance exchanges What to expect in 2014

Health insurance exchanges What to expect in 2014 Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 11/12 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount

More information

Assessing the Burden of Disease and Injury in Los Angeles County Using Disability-Adjusted Life Years

Assessing the Burden of Disease and Injury in Los Angeles County Using Disability-Adjusted Life Years Reserch Articles Assessing the Burden of Disese nd Injury in Los Angeles County Using Disbility-Adjusted Life Yers Gerld F. Kominski, PhD,b Pul A. Simon, MD, MPH c,d Alex Ho, MD, MPH c Jeffrey Luck, PhD,

More information

How To Find Out How A Worker'S Work Ethic Is Related To The Ability To Get A Job

How To Find Out How A Worker'S Work Ethic Is Related To The Ability To Get A Job RtSWD Reserch Notes Reserch Note No. 11 Previously relesed s RtSWD Working Pper No. 15 Popultion Aging nd Trends in the Provision of Continued Eduction Regin T. Riphhn, Prvti Trübswetter 2007 Reserch Notes

More information

National Diabetes Audit. Report 1: Care Processes and Treatment Targets

National Diabetes Audit. Report 1: Care Processes and Treatment Targets Ntionl Dibetes Audit 2011 2012 Report 1: Cre Processes nd Tretment Trgets The Ntionl Dibetes Audit is commissioned by The Helthcre Qulity Improvement Prtnership (HQIP) promotes qulity in helthcre. HQIP

More information

Helicopter Theme and Variations

Helicopter Theme and Variations Helicopter Theme nd Vritions Or, Some Experimentl Designs Employing Pper Helicopters Some possible explntory vribles re: Who drops the helicopter The length of the rotor bldes The height from which the

More information

July 22, 2009. The Honorable Henry A. Waxman Chairman Committee on Energy and Commerce House of Representatives

July 22, 2009. The Honorable Henry A. Waxman Chairman Committee on Energy and Commerce House of Representatives United Sttes Government Accountbility Office Wshington, DC 20548 July 22, 2009 The Honorble Henry A. Wxmn Chirmn Committee on Energy nd Commerce House of Representtives The Honorble John D. Dingell Chirmn

More information

Small Businesses Decisions to Offer Health Insurance to Employees

Small Businesses Decisions to Offer Health Insurance to Employees Smll Businesses Decisions to Offer Helth Insurnce to Employees Ctherine McLughlin nd Adm Swinurn, June 2014 Employer-sponsored helth insurnce (ESI) is the dominnt source of coverge for nonelderly dults

More information

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999 Economics Letters 65 (1999) 9 15 Estimting dynmic pnel dt models: guide for q mcroeconomists b, * Ruth A. Judson, Ann L. Owen Federl Reserve Bord of Governors, 0th & C Sts., N.W. Wshington, D.C. 0551,

More information

Humana Critical Illness/Cancer

Humana Critical Illness/Cancer Humn Criticl Illness/Cncer Criticl illness/cncer voluntry coverges py benefits however you wnt With our criticl illness nd cncer plns, you'll receive benefit fter serious illness or condition such s hert

More information

ACCOUNTING FACULTY RESEARCH COLLABORATION: A STUDY OF RELATIONSHIP BENEFITS AND GENDER DIFFERENCES

ACCOUNTING FACULTY RESEARCH COLLABORATION: A STUDY OF RELATIONSHIP BENEFITS AND GENDER DIFFERENCES Globl Perspectives on Accounting Eduction Volume 2, 2005, 19-36 ACCOUNTING FACULTY RESEARCH COLLABORATION: A STUDY OF RELATIONSHIP BENEFITS AND GENDER DIFFERENCES Mry Jenne Welsh L Slle University Phildelphi,

More information

MEDICAL SURVEILLANCE MONTHLY REPORT

MEDICAL SURVEILLANCE MONTHLY REPORT AUGUST 2015 Volume 22 Number 8 msmr MEDICAL SURVEILLANCE MONTHLY REPORT PAGE 2 PAGE 9 Updte: Routine screening for ntibodies to humn immunodeficiency virus, civilin pplicnts for U.S. militry service nd

More information

2011 Statistics on Social Work Education in the United States

2011 Statistics on Social Work Education in the United States 2011 Sttistics on Socil Work Eduction in the United Sttes Council on Socil Work Eduction 2011 Annul Sttistics on Socil Work Eduction in the United Sttes Council on Socil Work Eduction The Annul Survey

More information

Unit 29: Inference for Two-Way Tables

Unit 29: Inference for Two-Way Tables Unit 29: Inference for Two-Wy Tbles Prerequisites Unit 13, Two-Wy Tbles is prerequisite for this unit. In ddition, students need some bckground in significnce tests, which ws introduced in Unit 25. Additionl

More information

All pay auctions with certain and uncertain prizes a comment

All pay auctions with certain and uncertain prizes a comment CENTER FOR RESEARC IN ECONOMICS AND MANAGEMENT CREAM Publiction No. 1-2015 All py uctions with certin nd uncertin prizes comment Christin Riis All py uctions with certin nd uncertin prizes comment Christin

More information

MAX. As an increasingly larger share of Medicaid enrollees MEDICAID POLICY BRIEF

MAX. As an increasingly larger share of Medicaid enrollees MEDICAID POLICY BRIEF MAX CENTERS FOR MEDICARE & MEDICAID SERVICES MEDICAID POLICY BRIEF Brief 14 December 2012 The Avilbility nd Usbility of Behviorl Helth Orgniztion Encounter Dt in MAX 2009 Jessic Nysenbum, Ellen Bouchery,

More information

Characteristics of Applicants Who Obtain Interviews at Orthodontic Postgraduate Programs

Characteristics of Applicants Who Obtain Interviews at Orthodontic Postgraduate Programs Originl Article Chrcteristics of Applicnts Who Obtin Interviews t Orthodontic Postgrdute Progrms Anil P. Ardeshn ; Courtney A. Fong b ABSTRACT Objective: To evlute pplicnt credentils tht re ssocited with

More information

Active & Retiree Plan: Trustees of the Milwaukee Roofers Health Fund Coverage Period: 06/01/2015-05/31/2016 Summary of Benefits and Coverage:

Active & Retiree Plan: Trustees of the Milwaukee Roofers Health Fund Coverage Period: 06/01/2015-05/31/2016 Summary of Benefits and Coverage: Summry of Benefits nd Coverge: Wht this Pln Covers & Wht it Costs Coverge for: Single & Fmily Pln Type: NPOS This is only summry. If you wnt more detil bout your coverge nd costs, you cn get the complete

More information

GAO HOME MORTGAGE INTEREST DEDUCTION. Despite Challenges Presented by Complex Tax Rules, IRS Could Enhance Enforcement and Guidance

GAO HOME MORTGAGE INTEREST DEDUCTION. Despite Challenges Presented by Complex Tax Rules, IRS Could Enhance Enforcement and Guidance GAO United Sttes Government Accountbility Office Report to the Joint Committee on Txtion July 2009 HOME MORTGAGE INTEREST DEDUCTION Despite Chllenges Presented by Complex Tx Rules, IRS Could Enhnce Enforcement

More information

Anthem Blue Cross Life and Health Insurance Company University of Southern California Custom Premier PPO 800/20%/20%

Anthem Blue Cross Life and Health Insurance Company University of Southern California Custom Premier PPO 800/20%/20% Anthem Blue Cross Life nd Helth Insurnce Compny University of Southern Cliforni Custom Premier 800/20%/20% Summry of Benefits nd Coverge: Wht this Pln Covers & Wht it Costs Coverge Period: 01/01/2015-12/31/2015

More information

Survival of Non-small Cell Lung Cancer Patients with Postoperative Recurrence at Distant Organs

Survival of Non-small Cell Lung Cancer Patients with Postoperative Recurrence at Distant Organs Survivl of Non-smll Cell Cncer Ptients with Postopertive Recurrence t Distnt Orgns Ichiro Yoshino, MD, 1,2 Tomofumi Yohen, MD, 1 Mschik Kitjim, MD, 1 Chie Ushijim, MD, 1 Kenichi Nishiok, MD, 1 Yukito Ichinose,

More information

How To Get Low Wage Workers Covered By Insurance Through Their Employer

How To Get Low Wage Workers Covered By Insurance Through Their Employer Stephen H. Long M. Susn Mrquis Low-Wge Workers nd Helth Insurnce Coverge: Cn Policymkers Trget Them through Their Employers? Mny policy inititives to increse helth insurnce coverge would subsidize employers

More information

July 2005, NCJ 209588 Substance Dependence, Abuse, and Treatment of Jail Inmates, 2002. Highlights. No dependence or abuse 53 47 32.

July 2005, NCJ 209588 Substance Dependence, Abuse, and Treatment of Jail Inmates, 2002. Highlights. No dependence or abuse 53 47 32. U.S. Deprtment of Justice Office of Justice Progrms Bureu of Justice Sttistics Specil Report By Jennifer C. Krerg nd Doris J. Jmes BJS Sttisticins In 2002 more thn two-thirds of jil inmtes were found to

More information

Reasoning to Solve Equations and Inequalities

Reasoning to Solve Equations and Inequalities Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing

More information

A National Look at the High School Counseling Office

A National Look at the High School Counseling Office A Ntionl Look t the High School Counseling Office Wht Is It Doing nd Wht Role Cn It Ply in Fcilitting Students Pths to College? by Alexndri Wlton Rdford, Nicole Ifill, nd Terry Lew Introduction Between

More information

The Determinants of Private Medical Insurance Prevalence in England

The Determinants of Private Medical Insurance Prevalence in England The Determinnts of Privte Medicl Insurnce Prevlence in Englnd Derek R. King, Elis Mossilos LSE Helth nd Socil Cre, London School of Economics nd Politicl Science LSE Helth nd Socil Cre Discussion Pper

More information

Lobe of Origin and Histologic Type of Lung Cancer Associated With Asbestos Exposure in the Carotene and Retinol Efficacy Trial (CARET)

Lobe of Origin and Histologic Type of Lung Cancer Associated With Asbestos Exposure in the Carotene and Retinol Efficacy Trial (CARET) AMERICAN JOURNAL OF INDUSTRIAL MEDICINE 32:582 591 (1997) Loe of Origin nd Histologic Type of Lung Cncer Associted With Asestos Exposure in the Crotene nd Retinol Efficcy Tril (CARET) C. Andrew Brodkin,

More information

PROPERTY AND CASUALTY INSURANCE. Effects of the Nonadmitted and Reinsurance Reform Act of 2010

PROPERTY AND CASUALTY INSURANCE. Effects of the Nonadmitted and Reinsurance Reform Act of 2010 United Sttes Government Accountbility Office Report to Congressionl Committees Jnury 2014 PROPERTY AND CASUALTY INSURANCE Effects of the Nondmitted nd Reinsurnce Reform Act of 2010 GAO-14-136 Jnury 2014

More information

Quality and Cost Evaluation of a Medical Financial Assistance Program

Quality and Cost Evaluation of a Medical Financial Assistance Program Qulity nd Cost Evlution of Medicl Finncil Assistnce Progrm Dougls A Conner, PhD; Arne Beck, PhD; Christin Clrke; Leslie Wright, MA; Koml Nrwney, MD, PhD; Neys W Berminghm Perm J 2013 Winter;17(1):31-37

More information

Fatal Crashes from Drivers Testing Positive for Drugs in the U.S., 1993 2010

Fatal Crashes from Drivers Testing Positive for Drugs in the U.S., 1993 2010 Reserch Articles Ftl Crshes from Drivers Testing Positive for Drugs in the U.S., 1993 2010 Fernndo A. Wilson, PhD Jim P. Stimpson, PhD José A. Pgán, PhD b ABSTRACT Objective. Illegl drug use is persistent

More information

Policy Brief. Receipt of Public Benefits and Private Support among Low-income Households with Children after the Great Recession.

Policy Brief. Receipt of Public Benefits and Private Support among Low-income Households with Children after the Great Recession. Policy Brief #31, April 2012 The Ntionl Poverty Center s Policy Brief series summrizes key cdemic reserch findings, highlighting implictions for policy. The NPC encourges the dissemintion of this publiction

More information

GAO HIGHER EDUCATION. Improved Tax Information Could Help Families Pay for College. Report to the Committee on Finance, U.S.

GAO HIGHER EDUCATION. Improved Tax Information Could Help Families Pay for College. Report to the Committee on Finance, U.S. GAO United Sttes Government Accountbility Office Report to the Committee on Finnce, U.S. Sente My 2012 HIGHER EDUCATION Improved Tx Informtion Could Help Fmilies Py for College GAO-12-560 My 2012 HIGHER

More information

Contextualizing NSSE Effect Sizes: Empirical Analysis and Interpretation of Benchmark Comparisons

Contextualizing NSSE Effect Sizes: Empirical Analysis and Interpretation of Benchmark Comparisons Contextulizing NSSE Effect Sizes: Empiricl Anlysis nd Interprettion of Benchmrk Comprisons NSSE stff re frequently sked to help interpret effect sizes. Is.3 smll effect size? Is.5 relly lrge effect size?

More information

The LENA TM Language Environment Analysis System:

The LENA TM Language Environment Analysis System: FOUNDATION The LENA TM Lnguge Environment Anlysis System: Audio Specifictions of the DLP-0121 Michel Ford, Chrles T. Ber, Dongxin Xu, Umit Ypnel, Shrmi Gry LENA Foundtion, Boulder, CO LTR-03-2 September

More information

Health Information Systems: evaluation and performance of a Help Desk

Health Information Systems: evaluation and performance of a Help Desk 536 Digitl Helthcre Empowering Europens R. Cornet et l. (Eds.) 2015 Europen Federtion for Medicl Informtics (EFMI). This rticle is published online with Open Access by IOS Press nd distributed under the

More information

Rapid critical appraisal. using GATE. GATE: Graphic Appraisal Tool for Epidemiology. One picture: the GATE frame. 1 picture, 2 formulas & 3 acronyms 2

Rapid critical appraisal. using GATE. GATE: Graphic Appraisal Tool for Epidemiology. One picture: the GATE frame. 1 picture, 2 formulas & 3 acronyms 2 Rpid criticl pprisl GA: Grphic Apprisl ool for pidemiology using GA Rod Jckson University of Aucklnd, NZ Ferury 2011 1 1 picture, 2 formuls & 3 cronyms 2 ne picture: the GA frme British doctors smoking

More information

Excess Costs and Utilization Associated with Methicillin Resistance for Patients with Staphylococcus aureus Infection

Excess Costs and Utilization Associated with Methicillin Resistance for Patients with Staphylococcus aureus Infection infection control nd hospitl epidemiology pril 2010, vol. 31, no. 4 originl rticle Excess Costs nd Utiliztion Associted with Methicillin Resistnce for Ptients with Stphylococcus ureus Infection Gregory

More information

QUANTITATIVE METHODS IN PSYCHOLOGY A Power Primer

QUANTITATIVE METHODS IN PSYCHOLOGY A Power Primer QUANTITATIE METHODS IN PSYCHOLOGY A Power Primer Jcob Cohen New \brk University One possible reson for the continued neglect of sttisticl power nlysis in reserch in the behviorl sciences is the inccessibility

More information

Impact of the National School Lunch Program on Fruit and Vegetable Selection in Northeastern Elementary Schoolchildren, 2012 2013

Impact of the National School Lunch Program on Fruit and Vegetable Selection in Northeastern Elementary Schoolchildren, 2012 2013 Brief Reports Impct of the Ntionl School Lunch Progrm on Fruit nd Vegetble Selection in Northestern Elementry Schoolchildren, 2012 2013 Srh A. Amin, MPH Bethny A. Yon, PhD Jennifer C. Tylor, MS b Rchel

More information

A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS

A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS Alcohol & Alcoholism Vol. 37, No. 5, pp. 444 450, 2002 A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS THOMAS M. KELLY 1 *, JOHN E. DONOVAN 1, JANET

More information

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment ClerPeks Customer Cre Guide Business s Usul (BU) Services Pece of mind for your BI Investment ClerPeks Customer Cre Business s Usul Services Tble of Contents 1. Overview...3 Benefits of Choosing ClerPeks

More information

COMPARISON OF SOME METHODS TO FIT A MULTIPLICATIVE TARIFF STRUCTURE TO OBSERVED RISK DATA BY B. AJNE. Skandza, Stockholm ABSTRACT

COMPARISON OF SOME METHODS TO FIT A MULTIPLICATIVE TARIFF STRUCTURE TO OBSERVED RISK DATA BY B. AJNE. Skandza, Stockholm ABSTRACT COMPARISON OF SOME METHODS TO FIT A MULTIPLICATIVE TARIFF STRUCTURE TO OBSERVED RISK DATA BY B. AJNE Skndz, Stockholm ABSTRACT Three methods for fitting multiplictive models to observed, cross-clssified

More information

Factors Related to Radiation Safety Practices in California

Factors Related to Radiation Safety Practices in California ... PEER REVIEW Fctors Relted to Rdition Sfety Prctices in Cliforni JANET THOMPSON REAGAN, PhD ANITA MARIE SLECHTA, MS, R.T.(R)(M), FASRT Bckground A ntionl study of rdiologic technologists rdition sfety

More information

Econ 4721 Money and Banking Problem Set 2 Answer Key

Econ 4721 Money and Banking Problem Set 2 Answer Key Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in

More information

JaERM Software-as-a-Solution Package

JaERM Software-as-a-Solution Package JERM Softwre-s--Solution Pckge Enterprise Risk Mngement ( ERM ) Public listed compnies nd orgnistions providing finncil services re required by Monetry Authority of Singpore ( MAS ) nd/or Singpore Stock

More information

Self-Insurance In Times Of Growing And Retreating Managed Care. When enrollment in indemnity insurance declines, so does self-insurance.

Self-Insurance In Times Of Growing And Retreating Managed Care. When enrollment in indemnity insurance declines, so does self-insurance. Helth Trcking MrketWtch Self-Insurnce In Times Of Growing And Retreting Mnged Cre When enrollment in indemnity insurnce declines, so does self-insurnce. by Jon R. Gbel, Gil A. Jensen, nd Smnth Hwkins ABSTRACT:

More information

ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx

ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx IJB-2938; No. of Pges 12 i n t e r n t i o n l j o u r n l o f m e d i c l i n f o r m t i c s x x x ( 2 0 1 2 ) xxx xxx j ourn l homepge: www.ijmijournl.com Description nd comprison of qulity of electronic

More information

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process An Undergrdute Curriculum Evlution with the Anlytic Hierrchy Process Les Frir Jessic O. Mtson Jck E. Mtson Deprtment of Industril Engineering P.O. Box 870288 University of Albm Tuscloos, AL. 35487 Abstrct

More information

Objective: Erectile dysfunction and depression are highly associated. Previous studies have shown benefits of phosphodiesterase-5

Objective: Erectile dysfunction and depression are highly associated. Previous studies have shown benefits of phosphodiesterase-5 Article Efficcy nd Tolerbility of Vrdenfil in Men With Mild Depression nd Erectile Dysfunction: The Depression-Relted Improvement With Vrdenfil for Erectile Response Study Rymond Rosen, Ph.D. Ridwn Shbsigh,

More information

Hematopoietic stem cell transplantation

Hematopoietic stem cell transplantation Online Clinicl Investigtions Improved outcomes for stem cell trnsplnt recipients requiring peditric intensive cre Rnjit S. Chim, MD; Rodney C. Dniels, MD; Mi-Ok Kim, PhD; Dndn Li, MS; Derek S. Wheeler,

More information

How To Set Up A Network For Your Business

How To Set Up A Network For Your Business Why Network is n Essentil Productivity Tool for Any Smll Business TechAdvisory.org SME Reports sponsored by Effective technology is essentil for smll businesses looking to increse their productivity. Computer

More information

a GAO-03-568 GAO COLLEGE COMPLETION Additional Efforts Could Help Education with Its Completion Goals Report to Congressional Requesters

a GAO-03-568 GAO COLLEGE COMPLETION Additional Efforts Could Help Education with Its Completion Goals Report to Congressional Requesters GAO United Sttes Generl Accounting Office Report to Congressionl Requesters My 2003 COLLEGE COMPLETION Additionl Efforts Could Help Eduction with Its Completion Gols GAO-03-568 My 2003 COLLEGE COMPLETION

More information

STATUS OF LAND-BASED WIND ENERGY DEVELOPMENT IN GERMANY

STATUS OF LAND-BASED WIND ENERGY DEVELOPMENT IN GERMANY Yer STATUS OF LAND-BASED WIND ENERGY Deutsche WindGurd GmbH - Oldenburger Strße 65-26316 Vrel - Germny +49 (4451)/9515 - info@windgurd.de - www.windgurd.com Annul Added Cpcity [MW] Cumultive Cpcity [MW]

More information

Operations with Polynomials

Operations with Polynomials 38 Chpter P Prerequisites P.4 Opertions with Polynomils Wht you should lern: Write polynomils in stndrd form nd identify the leding coefficients nd degrees of polynomils Add nd subtrct polynomils Multiply

More information

A comparison of reliability between telephone and web-based surveys

A comparison of reliability between telephone and web-based surveys A comprison of relibility between telephone nd web-bsed surveys Contct Author: Krin Brunsberger, Ph.D., Associte Professor of Mrketing University of South Florid St. Petersburg College of Business Administrtion

More information

Slips, trips and falls at a chemical manufacturing company

Slips, trips and falls at a chemical manufacturing company Occuptionl Medicine Advnce Access published Jnury 13, 2014 Occuptionl Medicine doi:10.1093/occmed/kqt160 Slips, trips nd flls t chemicl mnufcturing compny G. Swen, C. J. Burns, J. J. Collins, K. M. Bodner,

More information

Treating Prostate Cancer

Treating Prostate Cancer CHAPTER 4 Treting Prostte Cncer here is controversy bout the optiml tretment for cliniclly loclized prostte cncer (i.e., cncer tht ppers not to hve spred beyond the prostte bsed on informtion vilble without

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

Prevalence of Skin Disease among Nursing Home Staff in Southern Taiwan

Prevalence of Skin Disease among Nursing Home Staff in Southern Taiwan Industril Helth 2002, 40, 54 58 Short Communiction Prevlence of Skin Disese mong Nursing Home Stff in Southern Tiwn Derek Richrd SMITH 1, 2, Yue-Ling Leon GUO 2, 3, Yung-Ling LEE 2, 3, Fu-Sen HSIEH 4,

More information

persons withdrawing from addiction is given by summarizing over individuals with different ages and numbers of years of addiction remaining:

persons withdrawing from addiction is given by summarizing over individuals with different ages and numbers of years of addiction remaining: COST- BENEFIT ANALYSIS OF NARCOTIC ADDICTION TREATMENT PROGRAMS with Specil Reference to Age Irving Leveson,l New York City Plnning Commission Introduction Efforts to del with consequences of poverty,

More information

Recognition Scheme Forensic Science Content Within Educational Programmes

Recognition Scheme Forensic Science Content Within Educational Programmes Recognition Scheme Forensic Science Content Within Eductionl Progrmmes one Introduction The Chrtered Society of Forensic Sciences (CSoFS) hs been ccrediting the forensic content of full degree courses

More information

PROFILES. Physical Education Profiles. Physical Education and Physical Activity Practices and Policies Among Secondary Schools at Select US Sites

PROFILES. Physical Education Profiles. Physical Education and Physical Activity Practices and Policies Among Secondary Schools at Select US Sites PROFILES 2012 Physicl Eduction Profiles Physicl Eduction nd Physicl Activity Prctices nd Policies Among Secondry Schools t Select US s Ntionl Center for Chronic Disese Prevention nd Helth Promotion Division

More information

Injuries From Combat Explosions in Iraq: Injury Type, Location, and Severity

Injuries From Combat Explosions in Iraq: Injury Type, Location, and Severity Injuries From Combt Explosions in Irq: Injury Type, Loction, nd Severity Susn L. Eskridge Croline A. Mcer Michel R. Glrneu Troy L. Holbrook Susn I. Woodruff Andrew J. McGregor Deborh J. Morton Richrd A.

More information

Influence of Playing Experience and Coaching Education on Coaching Efficacy among Malaysian Youth Coaches

Influence of Playing Experience and Coaching Education on Coaching Efficacy among Malaysian Youth Coaches World Applied Sciences Journl 30 (Innovtion Chllenges in Multidiciplinry Reserch & Prctice): 414-419, 2014 ISSN 1818-4952 IDOSI Publictions, 2014 DOI: 10.5829/idosi.wsj.2014.30.icmrp.198 Influence of Plying

More information

Factors Affecting Electronic Medical Record System Adoption in Small Korean Hospitals

Factors Affecting Electronic Medical Record System Adoption in Small Korean Hospitals Originl Article Helthc Inform Res. 2014 July;20(3):183-190. pissn 2093-3681 eissn 2093-369X Fctors Affecting Electronic Medicl Record System Adoption in Smll Koren Hospitls Young-Tek Prk, PhD 1, Jinhyung

More information

Network Configuration Independence Mechanism

Network Configuration Independence Mechanism 3GPP TSG SA WG3 Security S3#19 S3-010323 3-6 July, 2001 Newbury, UK Source: Title: Document for: AT&T Wireless Network Configurtion Independence Mechnism Approvl 1 Introduction During the lst S3 meeting

More information

Pay over time with low monthly payments. Types of Promotional Options that may be available: *, ** See Page 10 for details

Pay over time with low monthly payments. Types of Promotional Options that may be available: *, ** See Page 10 for details With CreCredit... Strt cre immeditely Py over time with low monthly pyments For yourself nd your fmily Types of Promotionl Options tht my be vilble: Not ll enrolled helthcre prctices offer ll specil finncing

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

Mental Health Issue MEDICAL SURVEILLANCE MONTHLY REPORT JULY 2013. Editorial: the mental health of our deploying generation

Mental Health Issue MEDICAL SURVEILLANCE MONTHLY REPORT JULY 2013. Editorial: the mental health of our deploying generation JULY 2013 Volume 20 Number 7 msmr MEDICAL SURVEILLANCE MONTHLY REPORT Mentl Helth Issue PAGE 2 Editoril: the mentl helth of our deploying genertion Richrd F. Stoltz, PhD PAGE 4 Summry of mentl disorder

More information

In addition, the following elements form an integral part of the Agency strike prevention plan:

In addition, the following elements form an integral part of the Agency strike prevention plan: UNITED STTES DEPRTMENT OF GRICULTURE Wshington, DC 20250 Federl Grin Inspection Service FGIS Directive 4711.2 6/16/80 STRIKE PREVENTION ND STRIKE CONTINGENCY PLNS I PURPOSE This Instruction: Estlishes

More information

UNITED STATES DEPARTMENT OF AGRICULTURE Washington, D.C. 20250. ACTION BY: All Divisions and Offices. FGIS Directive 2510.

UNITED STATES DEPARTMENT OF AGRICULTURE Washington, D.C. 20250. ACTION BY: All Divisions and Offices. FGIS Directive 2510. UNITED STATES DEPARTMENT OF AGRICULTURE Wshington, D.C. 20250 ACTION BY: All Divisions nd Offices FGIS Directive 2510.1 12-11-73 FEDERAL TORT CLAIMS I PURPOSE This Instruction: A Sets forth the bsic provisions

More information

Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management

Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management Journl of Mchine Lerning Reserch 9 (2008) 2079-2 Submitted 8/08; Published 0/08 Vlue Function Approximtion using Multiple Aggregtion for Multittribute Resource Mngement Abrhm George Wrren B. Powell Deprtment

More information

ARTICLE Gene-Gene and Gene-Environment Interactions Involving HLA-DRB1, PTPN22, and Smoking in Two Subsets of Rheumatoid Arthritis

ARTICLE Gene-Gene and Gene-Environment Interactions Involving HLA-DRB1, PTPN22, and Smoking in Two Subsets of Rheumatoid Arthritis ARTICLE Gene-Gene nd Gene-Environment Interctions Involving HLA-DRB1, PTPN22, nd Smoking in Two Subsets of Rheumtoid Arthritis Henrik Källberg, Leonid Pdyukov, Robert M. Plenge, John Rönnelid, Peter K.

More information

I calculate the unemployment rate as (In Labor Force Employed)/In Labor Force

I calculate the unemployment rate as (In Labor Force Employed)/In Labor Force Introduction to the Prctice of Sttistics Fifth Edition Moore, McCbe Section 4.5 Homework Answers to 98, 99, 100,102, 103,105, 107, 109,110, 111, 112, 113 Working. In the lnguge of government sttistics,

More information

Improvements in glycemic control

Improvements in glycemic control CLINICAL report Ptient stisfction nd costs ssocited with insulin dministered by pen device or syringe during hospitliztion Improvements in glycemic control hve been shown to gretly reduce the progression

More information

Application-Level Traffic Monitoring and an Analysis on IP Networks

Application-Level Traffic Monitoring and an Analysis on IP Networks Appliction-Level Trffic Monitoring nd n Anlysis on IP Networks Myung-Sup Kim, Young J. Won, nd Jmes Won-Ki Hong Trditionl trffic identifiction methods bsed on wellknown port numbers re not pproprite for

More information

Data replication in mobile computing

Data replication in mobile computing Technicl Report, My 2010 Dt repliction in mobile computing Bchelor s Thesis in Electricl Engineering Rodrigo Christovm Pmplon HALMSTAD UNIVERSITY, IDE SCHOOL OF INFORMATION SCIENCE, COMPUTER AND ELECTRICAL

More information

How To Find Out What A Librry Is Like

How To Find Out What A Librry Is Like Survey of Web Developers in Acdemic Librries by Ruth Sr Connell Avilble online 8 Februry 2008 A survey ws sent to librry Web designers from rndomly selected institutions to determine the bckground, tools,

More information

Coverage of Obesity Treatment: A State-by-State Analysis of Medicaid and State Insurance Laws

Coverage of Obesity Treatment: A State-by-State Analysis of Medicaid and State Insurance Laws Reserch Articles Coverge of Obesity Tretment: A Stte-by-Stte Anlysis of Medicid nd Stte Insurnce Lws Jennifer S. Lee, MD,b Jennifer L.O. Sheer, MPH b Nncy Lopez, JD, MPH b Sr Rosenbum, JD b SYNOPSIS Objectives.

More information

City of Dade City AGENDA MEMO. participants permitted. participants Currently as the plan was approved loans to are not

City of Dade City AGENDA MEMO. participants permitted. participants Currently as the plan was approved loans to are not City of Dde City AGENDA MEMO To From Honorble Myor nd Members ofthe City Commission Willim C Poe Jr City Mnger Subject Request to chnge Section74 ofthe Ntionwide 40 pln to llow lons to prticipnts Dte August

More information

Prepared for. U.S. Department of the Interior Bureau of Land Management Wyoming State Office, Cheyenne, and Rawlins and Rock Springs Field Offices

Prepared for. U.S. Department of the Interior Bureau of Land Management Wyoming State Office, Cheyenne, and Rawlins and Rock Springs Field Offices MAPPING ACCURACY, ACTIVITY, AND BURROW DENSITY OF WHITE-TAILED PRAIRIE DOG COMPLEXES COMPRISING POTENTIAL HABITAT FOR BLACK-FOOTED FERRETS IN THE CONTINENTAL DIVIDE/WAMSUTTER II PROJECT AREA. Prepred for

More information

How To Study The Effect Of Lcohol On The Body

How To Study The Effect Of Lcohol On The Body CFPA Cnning Fruit Producers Assoc. Submit to: Wiehhn Victor Tel: +27 (0)21 872 1501 inmk@mweb.co.z SAAPPA / SASPA / SAT Fruitgro Science Submit to: Louise Liebenberg Tel: +27 (0)21 882 8470/1 louise@fruitgro.co.z

More information

Gupta Ravi, Bhatia Manjeet S, Chhabra Vishal

Gupta Ravi, Bhatia Manjeet S, Chhabra Vishal JPPS 2007; 4(1): 19 24 ORIGINAL ARTICLE ABSTRACT CHRONIC DAILY HEADACHE: MEDICATION OVERUSE AND PSYCHIA CHIATRIC MORBIDITY Gupt Rvi, Bhti Mnjeet S, Chhbr Vishl Objectives: The objectives of the study were:

More information

Classification of Transmission Risk in the National HIV/AIDS Surveillance System

Classification of Transmission Risk in the National HIV/AIDS Surveillance System Prctice Article Clssifiction of Trnsmission Risk in the Ntionl HIV/AIDS Surveillnce System Lis M. Lee, PhD Mtthew T. McKenn, MD Robert S. Jnssen, MD SYNOPSIS Risk behvior informtion is essentil for llocting

More information

National Health Insurance and precautionary saving: evidence from Taiwan

National Health Insurance and precautionary saving: evidence from Taiwan Journl of Public Economics 87 (003) 1873 1894 www.elsevier.com/ locte/ econbse Ntionl Helth Insurnce nd precutionry sving: evidence from Tiwn b c, * Shin-Yi Chou, Jin-Tn Liu, Jmes K. Hmmitt Deprtment of

More information

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand Modelling nd Simultion of hemicl Processes in Multi Pulse TP Experiment P. Phnwdee* S.O. Shekhtmn +. Jrungmnorom** J.T. Gleves ++ * Dpt. hemicl Engineering, Ksetsrt University, Bngkok 10900, Thilnd + Dpt.hemicl

More information

Performance analysis model for big data applications in cloud computing

Performance analysis model for big data applications in cloud computing Butist Villlpndo et l. Journl of Cloud Computing: Advnces, Systems nd Applictions 2014, 3:19 RESEARCH Performnce nlysis model for big dt pplictions in cloud computing Luis Edurdo Butist Villlpndo 1,2,

More information