Estimating the size of an illicit-drug-using population
This paper describes a new method for estimating the size of an illicit‐drug‐using population. It is designed to overcome certain limitations of registry‐based techniques that require both comprehensive site coverage and unique case identifiers, and which do not typically provide estimates of the nu...
Saved in:
| Published in | Statistics in medicine Vol. 22; no. 19; pp. 2969 - 2993 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Chichester, UK
John Wiley & Sons, Ltd
15.10.2003
Wiley |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | This paper describes a new method for estimating the size of an illicit‐drug‐using population. It is designed to overcome certain limitations of registry‐based techniques that require both comprehensive site coverage and unique case identifiers, and which do not typically provide estimates of the number of drug users who are currently active. The approach involves collecting retrospective self‐report data on the careers of individuals who appear at drug treatment programmes. A model is developed that corrects for the selection bias introduced by the sampling plan, and which allows us to estimate the rate at which drug users generate treatment admission events during spells of use. The size of the drug‐using population is estimated by dividing the estimated total number of treatment admissions that are generated during some fixed interval of time by the estimated rate at which individuals generate such events. The technique is tested in a series of simulation studies which demonstrate that accurate estimates of the size of the drug using population can be obtained in this manner. Analytical expressions for confidence intervals about the population estimates are derived as part of the exercise. Limitations of the approach and other potential applications are discussed. Copyright © 2003 John Wiley & Sons, Ltd. |
|---|---|
| AbstractList | Abstract
This paper describes a new method for estimating the size of an illicit‐drug‐using population. It is designed to overcome certain limitations of registry‐based techniques that require both comprehensive site coverage and unique case identifiers, and which do not typically provide estimates of the number of drug users who are currently active. The approach involves collecting retrospective self‐report data on the careers of individuals who appear at drug treatment programmes. A model is developed that corrects for the selection bias introduced by the sampling plan, and which allows us to estimate the rate at which drug users generate treatment admission events during spells of use. The size of the drug‐using population is estimated by dividing the estimated total number of treatment admissions that are generated during some fixed interval of time by the estimated rate at which individuals generate such events. The technique is tested in a series of simulation studies which demonstrate that accurate estimates of the size of the drug using population can be obtained in this manner. Analytical expressions for confidence intervals about the population estimates are derived as part of the exercise. Limitations of the approach and other potential applications are discussed. Copyright © 2003 John Wiley & Sons, Ltd. This paper describes a new method for estimating the size of an illicit-drug-using population. It is designed to overcome certain limitations of registry-based techniques that require both comprehensive site coverage and unique case identifiers, and which do not typically provide estimates of the number of drug users who are currently active. The approach involves collecting retrospective self-report data on the careers of individuals who appear at drug treatment programmes. A model is developed that corrects for the selection bias introduced by the sampling plan, and which allows us to estimate the rate at which drug users generate treatment admission events during spells of use. The size of the drug-using population is estimated by dividing the estimated total number of treatment admissions that are generated during some fixed interval of time by the estimated rate at which individuals generate such events. The technique is tested in a series of simulation studies which demonstrate that accurate estimates of the size of the drug using population can be obtained in this manner. Analytical expressions for confidence intervals about the population estimates are derived as part of the exercise. Limitations of the approach and other potential applications are discussed. This paper describes a new method for estimating the size of an illicit‐drug‐using population. It is designed to overcome certain limitations of registry‐based techniques that require both comprehensive site coverage and unique case identifiers, and which do not typically provide estimates of the number of drug users who are currently active. The approach involves collecting retrospective self‐report data on the careers of individuals who appear at drug treatment programmes. A model is developed that corrects for the selection bias introduced by the sampling plan, and which allows us to estimate the rate at which drug users generate treatment admission events during spells of use. The size of the drug‐using population is estimated by dividing the estimated total number of treatment admissions that are generated during some fixed interval of time by the estimated rate at which individuals generate such events. The technique is tested in a series of simulation studies which demonstrate that accurate estimates of the size of the drug using population can be obtained in this manner. Analytical expressions for confidence intervals about the population estimates are derived as part of the exercise. Limitations of the approach and other potential applications are discussed. Copyright © 2003 John Wiley & Sons, Ltd. |
| Author | Holland, Lynn Viveros-Aguilero, Roman Simeone, Ronald |
| Author_xml | – sequence: 1 givenname: Ronald surname: Simeone fullname: Simeone, Ronald email: ron_simeone@sai-mail.com organization: Simeone Associates, Inc., Albany, NY, U.S.A – sequence: 2 givenname: Lynn surname: Holland fullname: Holland, Lynn organization: Simeone Associates, Inc., Albany, NY, U.S.A – sequence: 3 givenname: Roman surname: Viveros-Aguilero fullname: Viveros-Aguilero, Roman organization: Department of Mathematics and Statistics, McMaster University, 1280 Main Street West, Hamilton, Ontario, Canada L8S 4K1 |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=15111053$$DView record in Pascal Francis https://www.ncbi.nlm.nih.gov/pubmed/12973782$$D View this record in MEDLINE/PubMed |
| BookMark | eNp1zztPwzAUhmELgWgLSPwClAWJJcXH94wI2lLEZQDEaDmOUwxpEsWJuPx6UjWCicnLI3_nnaDdsiodQseAp4AxOQ9-PQVO1A4aA05kjAlXu2iMiZSxkMBHaBLCG8bQI7mPRkASSaUiYyRnofVr0_pyFbWvLgr-20VVHpky8kXhrW_jrOlWcRc2oq7qruhxVR6ivdwUwR0N7wF6ns-eLq_j24fF8vLiNrZUcRXzhAgGjBHLpADGuUmVJalKFGQMQBBsuQChDEsFowLyJElTnNBEMetkltIDdLb91zZVCI3Ldd309zZfGrDetOu-XW_ae3qypXWXrl32B4fYHpwOwARrirwxpfXhz3EAwJz2Lt66D1-4r38H9ePybhgevA-t-_z1pnnXol_m-uV-oenN_PrlinKN6Q-LO34k |
| CitedBy_id | crossref_primary_10_1016_j_scitotenv_2018_12_390 crossref_primary_10_4236_aasoci_2012_24032 crossref_primary_10_1177_1178221817696077 crossref_primary_10_4236_health_2016_812119 |
| Cites_doi | 10.1046/j.1360-0443.2000.951217959.x 10.1177/002204269302300204 10.1177/002204269302300206 10.1177/002204269902900112 10.1016/0740-5472(92)90062-S 10.1002/sim.996 10.1177/0193841X9802200404 10.1177/0193841X9301700107 10.1037/0893-164X.11.4.308 10.1016/S0740-5472(97)00016-0 10.1007/978-1-4899-4541-9 10.15288/jsa.1988.49.225 10.1081/ADA-100101868 10.3109/10826089509048751 10.2307/271044 10.2307/1912352 10.1177/002204269302300210 10.3109/10826087709027233 10.1002/(SICI)1097-0320(20000401)39:4<300::AID-CYTO8>3.0.CO;2-O 10.2139/ssrn.304926 |
| ContentType | Journal Article |
| Copyright | Copyright © 2003 John Wiley & Sons, Ltd. 2003 INIST-CNRS Copyright 2003 John Wiley & Sons, Ltd. |
| Copyright_xml | – notice: Copyright © 2003 John Wiley & Sons, Ltd. – notice: 2003 INIST-CNRS – notice: Copyright 2003 John Wiley & Sons, Ltd. |
| DBID | BSCLL IQODW CGR CUY CVF ECM EIF NPM AAYXX CITATION |
| DOI | 10.1002/sim.1528 |
| DatabaseName | Istex Pascal-Francis Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed CrossRef |
| DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) CrossRef |
| DatabaseTitleList | CrossRef MEDLINE |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Medicine Statistics Public Health |
| EISSN | 1097-0258 |
| EndPage | 2993 |
| ExternalDocumentID | 10_1002_sim_1528 12973782 15111053 SIM1528 ark_67375_WNG_3JFHWD35_0 |
| Genre | article Research Support, U.S. Gov't, Non-P.H.S Journal Article |
| GrantInformation_xml | – fundername: US Department of the Army funderid: DAPB63‐C‐99‐0024 |
| GroupedDBID | --- .3N .GA .Y3 05W 0R~ 10A 123 1L6 1OB 1OC 1ZS 31~ 33P 3SF 3WU 4.4 4ZD 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 53G 5RE 5VS 66C 6PF 702 7PT 8-0 8-1 8-3 8-4 8-5 8UM 930 A03 AAESR AAEVG AAHHS AANLZ AAONW AASGY AAWTL AAXRX AAZKR ABCQN ABCUV ABIJN ABJNI ABOCM ABPVW ACAHQ ACBWZ ACCFJ ACCZN ACGFS ACPOU ACXBN ACXQS ADBBV ADEOM ADIZJ ADKYN ADMGS ADOZA ADXAS ADZMN AEEZP AEIGN AEIMD AENEX AEQDE AEUQT AEUYR AFBPY AFFNX AFFPM AFGKR AFPWT AFZJQ AHBTC AHMBA AITYG AIURR AIWBW AJBDE AJXKR ALAGY ALMA_UNASSIGNED_HOLDINGS ALUQN AMBMR AMYDB ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BMXJE BNHUX BROTX BRXPI BSCLL BY8 CS3 D-E D-F DCZOG DPXWK DR2 DRFUL DRSTM DU5 EBS EJD EX3 F00 F01 F04 F5P FEDTE G-S G.N GNP GODZA H.T H.X HBH HGLYW HHY HHZ HVGLF HZ~ IX1 J0M JPC KQQ LATKE LAW LC2 LC3 LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM N04 N05 N9A NF~ NNB O66 O9- OIG P2P P2W P2X P4D PALCI PQQKQ Q.N Q11 QB0 QRW R.K ROL RWI RX1 SUPJJ TN5 UB1 V2E W8V W99 WBKPD WH7 WIB WIH WIK WJL WOHZO WOW WQJ WRC WUP WWH WXSBR WYISQ XBAML XG1 XV2 YHZ ZZTAW ~IA ~WT AAPBV ABEML ABHUG ACSCC ACSMX ACXME ADAWD ADDAD AFVGU AGJLS DUUFO EBD EMOBN HF~ IQODW M67 RIWAO RJQFR RYL SAMSI SV3 ZGI ZXP CGR CUY CVF ECM EIF NPM AAYXX CITATION |
| ID | FETCH-LOGICAL-c3858-592641442c4761455ab8c2b8981d411620c56168a4b64361f99bb093984ce7db3 |
| IEDL.DBID | DR2 |
| ISSN | 0277-6715 |
| IngestDate | Fri Aug 23 01:51:21 EDT 2024 Sat Sep 28 07:37:31 EDT 2024 Sun Oct 22 16:02:13 EDT 2023 Sat Aug 24 01:00:54 EDT 2024 Wed Oct 30 09:57:53 EDT 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 19 |
| Language | English |
| License | CC BY 4.0 Copyright 2003 John Wiley & Sons, Ltd. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c3858-592641442c4761455ab8c2b8981d411620c56168a4b64361f99bb093984ce7db3 |
| Notes | ark:/67375/WNG-3JFHWD35-0 US Department of the Army - No. DAPB63-C-99-0024 istex:C26587AC38CAC5755119BA5093B12479C49635D6 ArticleID:SIM1528 |
| PMID | 12973782 |
| PageCount | 25 |
| ParticipantIDs | crossref_primary_10_1002_sim_1528 pubmed_primary_12973782 pascalfrancis_primary_15111053 wiley_primary_10_1002_sim_1528_SIM1528 istex_primary_ark_67375_WNG_3JFHWD35_0 |
| PublicationCentury | 2000 |
| PublicationDate | 15 October 2003 |
| PublicationDateYYYYMMDD | 2003-10-15 |
| PublicationDate_xml | – month: 10 year: 2003 text: 15 October 2003 day: 15 |
| PublicationDecade | 2000 |
| PublicationPlace | Chichester, UK |
| PublicationPlace_xml | – name: Chichester, UK – name: Elmont, NY – name: Chichester – name: England |
| PublicationTitle | Statistics in medicine |
| PublicationTitleAlternate | Statist. Med |
| PublicationYear | 2003 |
| Publisher | John Wiley & Sons, Ltd Wiley |
| Publisher_xml | – name: John Wiley & Sons, Ltd – name: Wiley |
| References | Sobell L, Sobell M, Riely D. The reliability of alcohol abusers self-reports of drinking and life events which occurred in the distant past. Journal of Studies on Alcohol 1988; 49:225-232. Trinkoff AM, Zhou Q, Storr CL. Estimation of the prevalence of substance use problems using capture-recapture methods. Journal of Drug Issues 1999; 29:187-198. Heckman J. Sample selection bias as a specification error. Econometrica 1979; 47:153-162. Vaughan RD, Nottingham WT. An Examination of Some Parametric Assumptions of the RAMONA Model. Office of National Drug Control Policy: Washington DC, 2002. Hay G. Capture-recapture estimates of drug misuse in urban and non-urban settings in the north east of Scotland. Addiction 2000; 95:1795-1803. Chao A, Tsay PK, Lin SH, Shau WY, Chao, DY. The applications of capture - recapture models to epidemiological data. Statistics in Medicine 2001; 20:3123-3157. Anglin MD, Hser YI, Chou CP. Reliability and validity of retrospective behavioural self-reports by narcotics addicts. Evaluation Review 1993; 17:91-108. Simeone RS, McLellan AT, Carise D. On the Reliability and Validity of Retrospective Self-Reported Drug Use. Office of National Drug Control Policy: Washington DC, 2002. Efron B, Tibshirani RJ. An Introduction to the Bootstrap. Chapman & Hall: Toronto, 1993. Hser YI. Population estimation of illicit drug users in Los Angeles county. Journal of Drug Issues 1993; 23:323-334. Brecht ML, Wickens TD. Application of multiple-capture methods for estimating drug use prevalence. Journal of Drug Issues 1993; 23:229-250. Anglin MD, Hser YI, Grella CE. Drug addiction and treatment careers among clients in the Drug Abuse Treatment Outcome Study (DATOS). Psychology of Addictive Behaviors 1997; 11:308-323. Van Kempen GMP, van Vliet LJ. Mean and variance of ratio estimators used in fluorescence ratio imaging. Cytometry 2000; 39:300-305. Adams L, Henley J. Measuring various drug use dimensions using a calendar method. International Journal of the Addictions 1977; 12:423-427. Stuart A, Ord JK. Kendall's Advanced Theory of Statistics, Volume 1, Distribution Theory. 6th edn. Edward Arnold: London, 1994. Freedman D, Thornton A, Camburn D, Alwin D, Young-DeMarco L. The life history calendar: a technique for collecting retrospective data. Sociological Methodology 1988; 18:37-68. Wickens TD. Quantitative methods for estimating the size of a drug-using population. Journal of Drug Issues 1993; 23:185-216. Simeone RS, Rhodes WM, Hunt D. A plan for estimating the number of 'hardcore' drug users in the United States. International Journal of the Addictions 1995; 30:637-657. Simeone RS, Rhodes WM, Hunt D, Truitt L. A Plan for Estimating the Number of "Hardcore" Drug Users in the United States: Preliminary Findings. Office of National Drug Control Policy: Washington DC, 1997. Hser YI, Anglin MD, Grella CE, Longshore D, Prendergast ML. Drug treatment careers: a conceptual framework and existing research findings. Journal of Substance Abuse Treatment 1997; 14:543-558. McLellan AT, Kushner H, Metzger D, Peters R, Smith I, Grissom G, Pettinati H, Argeriou M. The fifth edition of the Addiction Severity Index. Journal of Substance Abuse Treatment 1992; 9:199-213. Greene WH. Econometric Analysis. Macmillan: New York, 1993. Woodward JA, Bonnett DG, Brecht ML. Estimating the size of a heroin-abusing population using multiple-recapture census. NIDA Monograph Series 1985; 57:158-170. Fishman GS. Monte Carlo Concepts, Algorithms, and Applications. Springer: New York, 1996. Hser YI, Grella CE, Chou CP, Anglin MD. Relationships between drug treatment careers and outcomes: Findings from the National Drug Abuse Treatment Outcome Study. Evaluation Review 1998; 22:496-519. Grella CE, Joshi V. Gender differences in drug treatment careers among clients in the National Drug Abuse Treatment Outcome Study. American Journal of Drug & Alcohol Abuse 1999; 25:385-406. 1995; 30 1993; 23 1992; 9 1993; 17 2000; 39 1979; 47 1997; 11 1988; 18 1999; 29 1997; 14 1988; 49 1999; 25 2000; 95 1997 1996 1995 1994 1993 1992 1977; 12 2002 1998; 22 2001; 20 1985; 57 Fishman GS (e_1_2_1_26_2) 1996 Woodward JA (e_1_2_1_8_2) 1985; 57 Adams L (e_1_2_1_14_2) 1977; 12 Simeone RS (e_1_2_1_18_2) 2002 Greene WH (e_1_2_1_28_2) 1993 Vaughan RD (e_1_2_1_30_2) 2002 Hser YI (e_1_2_1_9_2) 1993; 23 e_1_2_1_22_2 e_1_2_1_23_2 Simeone RS (e_1_2_1_20_2) 1997 Stuart A (e_1_2_1_21_2) 1994 e_1_2_1_25_2 Viveros R (e_1_2_1_27_2) 1995 e_1_2_1_29_2 Basu AP (e_1_2_1_24_2) 1995 e_1_2_1_6_2 e_1_2_1_7_2 e_1_2_1_4_2 e_1_2_1_5_2 e_1_2_1_2_2 e_1_2_1_11_2 e_1_2_1_3_2 e_1_2_1_12_2 e_1_2_1_10_2 e_1_2_1_31_2 e_1_2_1_15_2 e_1_2_1_16_2 e_1_2_1_13_2 e_1_2_1_19_2 e_1_2_1_17_2 |
| References_xml | – volume: 30 start-page: 637 year: 1995 end-page: 657 article-title: A plan for estimating the number of ‘hardcore’ drug users in the United States publication-title: International Journal of the Addictions – volume: 39 start-page: 300 year: 2000 end-page: 305 article-title: Mean and variance of ratio estimators used in fluorescence ratio imaging publication-title: Cytometry – volume: 95 start-page: 1795 year: 2000 end-page: 1803 article-title: Capture‐recapture estimates of drug misuse in urban and non‐urban settings in the north east of Scotland publication-title: Addiction – volume: 12 start-page: 423 year: 1977 end-page: 427 article-title: Measuring various drug use dimensions using a calendar method publication-title: International Journal of the Addictions – volume: 49 start-page: 225 year: 1988 end-page: 232 article-title: The reliability of alcohol abusers self‐reports of drinking and life events which occurred in the distant past publication-title: Journal of Studies on Alcohol – volume: 11 start-page: 308 year: 1997 end-page: 323 article-title: Drug addiction and treatment careers among clients in the Drug Abuse Treatment Outcome Study (DATOS) publication-title: Psychology of Addictive Behaviors – volume: 57 start-page: 158 year: 1985 end-page: 170 article-title: Estimating the size of a heroin‐abusing population using multiple‐recapture census publication-title: NIDA Monograph Series – year: 1996 – year: 1992 – year: 1994 – volume: 47 start-page: 153 year: 1979 end-page: 162 article-title: Sample selection bias as a specification error publication-title: Econometrica – volume: 22 start-page: 496 year: 1998 end-page: 519 article-title: Relationships between drug treatment careers and outcomes: Findings from the National Drug Abuse Treatment Outcome Study publication-title: Evaluation Review – volume: 14 start-page: 543 year: 1997 end-page: 558 article-title: Drug treatment careers: a conceptual framework and existing research findings publication-title: Journal of Substance Abuse Treatment – volume: 9 start-page: 199 year: 1992 end-page: 213 article-title: The fifth edition of the Addiction Severity Index publication-title: Journal of Substance Abuse Treatment – volume: 25 start-page: 385 year: 1999 end-page: 406 article-title: Gender differences in drug treatment careers among clients in the National Drug Abuse Treatment Outcome Study publication-title: American Journal of Drug & Alcohol Abuse – volume: 29 start-page: 187 year: 1999 end-page: 198 article-title: Estimation of the prevalence of substance use problems using capture‐recapture methods publication-title: Journal of Drug Issues – volume: 23 start-page: 229 year: 1993 end-page: 250 article-title: Application of multiple‐capture methods for estimating drug use prevalence publication-title: Journal of Drug Issues – volume: 23 start-page: 185 year: 1993 end-page: 216 article-title: Quantitative methods for estimating the size of a drug‐using population publication-title: Journal of Drug Issues – year: 2002 – year: 1997 – volume: 18 start-page: 37 year: 1988 end-page: 68 article-title: The life history calendar: a technique for collecting retrospective data publication-title: Sociological Methodology – volume: 17 start-page: 91 year: 1993 end-page: 108 article-title: Reliability and validity of retrospective behavioural self‐reports by narcotics addicts publication-title: Evaluation Review – year: 1995 – volume: 23 start-page: 323 year: 1993 end-page: 334 article-title: Population estimation of illicit drug users in Los Angeles county publication-title: Journal of Drug Issues – volume: 20 start-page: 3123 year: 2001 end-page: 3157 article-title: The applications of capture – recapture models to epidemiological data publication-title: Statistics in Medicine – year: 1993 – ident: e_1_2_1_4_2 doi: 10.1046/j.1360-0443.2000.951217959.x – ident: e_1_2_1_7_2 doi: 10.1177/002204269302300204 – volume-title: Econometric Analysis year: 1993 ident: e_1_2_1_28_2 contributor: fullname: Greene WH – volume-title: On the Reliability and Validity of Retrospective Self‐Reported Drug Use year: 2002 ident: e_1_2_1_18_2 contributor: fullname: Simeone RS – ident: e_1_2_1_3_2 doi: 10.1177/002204269302300206 – ident: e_1_2_1_6_2 doi: 10.1177/002204269902900112 – volume: 57 start-page: 158 year: 1985 ident: e_1_2_1_8_2 article-title: Estimating the size of a heroin‐abusing population using multiple‐recapture census publication-title: NIDA Monograph Series contributor: fullname: Woodward JA – ident: e_1_2_1_31_2 doi: 10.1016/0740-5472(92)90062-S – ident: e_1_2_1_5_2 – ident: e_1_2_1_2_2 doi: 10.1002/sim.996 – ident: e_1_2_1_12_2 doi: 10.1177/0193841X9802200404 – volume-title: A Plan for Estimating the Number of “Hardcore” Drug Users in the United States: Preliminary Findings year: 1997 ident: e_1_2_1_20_2 contributor: fullname: Simeone RS – ident: e_1_2_1_15_2 doi: 10.1177/0193841X9301700107 – ident: e_1_2_1_10_2 doi: 10.1037/0893-164X.11.4.308 – ident: e_1_2_1_11_2 doi: 10.1016/S0740-5472(97)00016-0 – volume-title: Kendall's Advanced Theory of Statistics, Volume 1, Distribution Theory year: 1994 ident: e_1_2_1_21_2 contributor: fullname: Stuart A – ident: e_1_2_1_25_2 doi: 10.1007/978-1-4899-4541-9 – ident: e_1_2_1_17_2 doi: 10.15288/jsa.1988.49.225 – ident: e_1_2_1_13_2 doi: 10.1081/ADA-100101868 – ident: e_1_2_1_19_2 doi: 10.3109/10826089509048751 – ident: e_1_2_1_16_2 doi: 10.2307/271044 – ident: e_1_2_1_23_2 doi: 10.2307/1912352 – volume: 23 start-page: 323 year: 1993 ident: e_1_2_1_9_2 article-title: Population estimation of illicit drug users in Los Angeles county publication-title: Journal of Drug Issues doi: 10.1177/002204269302300210 contributor: fullname: Hser YI – volume: 12 start-page: 423 year: 1977 ident: e_1_2_1_14_2 article-title: Measuring various drug use dimensions using a calendar method publication-title: International Journal of the Addictions doi: 10.3109/10826087709027233 contributor: fullname: Adams L – volume-title: An Examination of Some Parametric Assumptions of the RAMONA Model year: 2002 ident: e_1_2_1_30_2 contributor: fullname: Vaughan RD – volume-title: Monte Carlo Concepts, Algorithms, and Applications year: 1996 ident: e_1_2_1_26_2 contributor: fullname: Fishman GS – volume-title: The Exponential Distribution: Theory, Methods and Applications year: 1995 ident: e_1_2_1_24_2 contributor: fullname: Basu AP – volume-title: The Exponential Distribution: Theory, Methods and Applications year: 1995 ident: e_1_2_1_27_2 contributor: fullname: Viveros R – ident: e_1_2_1_22_2 doi: 10.1002/(SICI)1097-0320(20000401)39:4<300::AID-CYTO8>3.0.CO;2-O – ident: e_1_2_1_29_2 doi: 10.2139/ssrn.304926 |
| SSID | ssj0011527 |
| Score | 1.7611777 |
| Snippet | This paper describes a new method for estimating the size of an illicit‐drug‐using population. It is designed to overcome certain limitations of registry‐based... This paper describes a new method for estimating the size of an illicit-drug-using population. It is designed to overcome certain limitations of registry-based... Abstract This paper describes a new method for estimating the size of an illicit‐drug‐using population. It is designed to overcome certain limitations of... |
| SourceID | crossref pubmed pascalfrancis wiley istex |
| SourceType | Aggregation Database Index Database Publisher |
| StartPage | 2969 |
| SubjectTerms | Bias Biological and medical sciences Chicago - epidemiology Humans illicit drug use Medical sciences Models, Statistical Patient Acceptance of Health Care - statistics & numerical data Population Surveillance ratio estimation sample selection bias simulation Substance Abuse Treatment Centers - utilization Substance-Related Disorders - epidemiology |
| Title | Estimating the size of an illicit-drug-using population |
| URI | https://api.istex.fr/ark:/67375/WNG-3JFHWD35-0/fulltext.pdf https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fsim.1528 https://www.ncbi.nlm.nih.gov/pubmed/12973782 |
| Volume | 22 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1bS-QwFMcPoiCC7Oqsl1kvZEH2rTptmqTBJ1HHWWF88ILCPpQmkw6DWGUusPjkR_Az-kk8p5nO6IIgPqXQ9JaTy6_Jyf8A7EQKkc3lOoil4UEsnA00kkGQOJ3ESd5RkaH9zu0z2bqKT2_EzdirkvbCeH2IyYQbtYyyv6YGnpnB3lQ0dNC7o-A9tM835Iq8uY7OJ8pRYRWtlVYopQpFpTvbiPaqC9-NRHNUqP_IMzIbYOHkPqrFm2HpLbqWY0_zO_yt3tq7nNzujoZm1z7-J-j4tc9agm9jJGUHvg4tw4wrajDfHi-612DRT-0xv2OpBgsEqF7f-QfsH-MBUW_RZciSbNB7dOw-Z1nBaCbH9oYvT8-d_qiLCfnYd9nDJGTYClw1jy8PW8E4IENgaf0wEBrxCf_AIhsrSQrnmUlsZBKN0BuHoYwaFnFMJllsEHRkmGttTENzNLt1qmP4KswW94VbB6acSDJlpdUCuw3MJDMu8dcxR6AynNs6_KqMkz543Y3UKyxHKRZRSkVUh9-l1SYZsv4t-akpkV6fnaT8tNm6PuIibdRh-51Zp3dE3ETA5HVY83aenqGYXkhP-IzSWh--RHrxp03pz89m3ICFyiEwFJswO-yP3BaCzdBsl1X4FV8v8dY |
| link.rule.ids | 315,783,787,1378,27936,27937,46306,46730 |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1bT9swFMePGEgMaRrQ3co2ZiTEW0oTx04snqZBVxjtAxfBwyQrdp2qQguoF2niaR9hn5FPsnPipgUkpIknR4pz84ntn-3j_wHYjhJENperIJaGB7FwNlBIBkHqVBqneS-JDO137nRl-zw-uhSXC7BX7YXx-hCzCTeqGWV7TRWcJqR356qho8Evit6TvoAlrO2c4jbsn8y0o8IqXiutUcokFJXybDPara580BctUbH-Jt_IbITFk_u4Fvc6pvvwWvY-rVX4Wb23dzq5akzGpmFvH0k6PvPD1uD1lErZV_8brcOCK2qw3Jmuu9fglZ_dY37TUg1WiFG9xPMb2DvAAwLfos8QJ9locOvYdc6ygtFkjh2M7_787Q0nfUzIzb7PbmZRw97Ceevg7Fs7mMZkCCwtIQZCIUHhICyycSJJ5DwzqY1MqpB74zCUUdMikck0iw2yjgxzpYxpKo6Wty7pGf4OFovrwn0AljiRZomVVglsOTCTzLjE0WOOTGU4t3XYqqyjb7z0hvYiy5HGItJURHXYKc02y5ANr8hVLRH6ovtd86NW-2KfC92sw-YDu87viMSJjMnr8N4ben6GwnohQOEzSnM9-RL69LBD6cb_ZvwCL9tnnWN9fNj98RFWKv_AUHyCxfFw4j4j54zNZvk__wN0UPXu |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1bSxwxFMcPVUGEUtvVtqutTUF8G92ZTDITfJLqdrXdRVpFwYcwyWaWRTouewHxqR-hn9FP4jmTnV0tCKVPGZjMLSeX3yQn_wOwHSWIbC5XQSwND2LhbKCQDILUqTRO824SGdrv3O7I1nl8cikup16VtBfG60PMJtyoZZT9NTXwQTffm4uGjvq_KHhPugBLsUTwJSD6MZOOCqtwrbREKZNQVMKzjWivuvLJULREpXpLrpHZCEsn92EtHo1Lj9m1HHyaq3BVvbb3ObnenYzNrr37S9Hx_77rNbyaMik78JXoDbxwRQ2W29NV9xq89HN7zG9ZqsEKEaoXeF6D_SM8IOwtegxhko36d47d5CwrGE3l2P74_vef7nDSw4Sc7HtsMIsZtg7nzaOzL61gGpEhsLSAGAiF_IS_YJGNE0kS55lJbWRShdQbh6GMGhZ5TKZZbJB0ZJgrZUxDcbS7dUnX8LewWNwU7j2wxIk0S6y0SmC_gZlkxiX-O-ZIVIZzW4fPlXH0wAtvaC-xHGksIk1FVIed0mqzDNnwmhzVEqEvOl81P2m2Lg650I06bD0x6_yOyJtImLwO77yd52coqBfiEz6jtNazL6F_Hrcp3fjXjJ9g-fSwqb8fd75twkrlHBiKD7A4Hk7cR4Scsdkqa_MDnTb0nQ |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Estimating+the+size+of+an+illicit-drug-using+population&rft.jtitle=Statistics+in+medicine&rft.au=Simeone%2C+Ronald&rft.au=Holland%2C+Lynn&rft.au=Viveros-Aguilero%2C+Roman&rft.date=2003-10-15&rft.issn=0277-6715&rft.volume=22&rft.issue=19&rft.spage=2969&rft_id=info:doi/10.1002%2Fsim.1528&rft_id=info%3Apmid%2F12973782&rft.externalDocID=12973782 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0277-6715&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0277-6715&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0277-6715&client=summon |