메뉴 건너뛰기




Volumn 67, Issue 3, 2014, Pages 343-353

A new method to address verification bias in studies of clinical screening tests: Cervical cancer screening assays as an example

Author keywords

Clinical screening tests; Positive and negative predictive values; Sensitivity; Specificity; Verification bias; Weighted generalized estimating equations

Indexed keywords

CLINICAL SCREENING TESTS; POSITIVE AND NEGATIVE PREDICTIVE VALUES; SENSITIVITY; SPECIFICITY; VERIFICATION BIAS; WEIGHTED GENERALIZED ESTIMATING EQUATIONS;

EID: 84894955959     PISSN: 08954356     EISSN: 18785921     Source Type: Journal    
DOI: 10.1016/j.jclinepi.2013.09.013     Document Type: Article
Times cited : (17)

References (40)
  • 1
    • 0032926946 scopus 로고    scopus 로고
    • Evaluating bias and variability in diagnostic test reports
    • W.R. Mower Evaluating bias and variability in diagnostic test reports Ann Emerg Med 33 1999 85 91
    • (1999) Ann Emerg Med , vol.33 , pp. 85-91
    • Mower, W.R.1
  • 3
    • 0020728415 scopus 로고
    • Assessment of diagnostic tests when disease verification is subjects to selection bias
    • C.B. Begg, and R.A. Greenes Assessment of diagnostic tests when disease verification is subjects to selection bias Biometrics 39 1983 207 215
    • (1983) Biometrics , vol.39 , pp. 207-215
    • Begg, C.B.1    Greenes, R.A.2
  • 5
    • 0013248938 scopus 로고
    • Maximum likelihood estimators of sensitivity and specificity corrected for verification bias
    • X.H. Zhou Maximum likelihood estimators of sensitivity and specificity corrected for verification bias Commun Stat Theory Methods 22 1993 3177 3198
    • (1993) Commun Stat Theory Methods , vol.22 , pp. 3177-3198
    • Zhou, X.H.1
  • 6
    • 0023125776 scopus 로고
    • Comparing new and old screening tests when a reference procedure cannot be performed on all screenees. Example of automated cytometry for early detection of cervical cancer
    • A. Schatzkin, R.J. Connor, P.R. Taylor, and B. Bunnag Comparing new and old screening tests when a reference procedure cannot be performed on all screenees. Example of automated cytometry for early detection of cervical cancer Am J Epidemiol 25 1987 672 678
    • (1987) Am J Epidemiol , vol.25 , pp. 672-678
    • Schatzkin, A.1    Connor, R.J.2    Taylor, P.R.3    Bunnag, B.4
  • 7
    • 0039986326 scopus 로고    scopus 로고
    • Comparing accuracies of two screening tests in a two-phase study for dementia
    • X.H. Zhou Comparing accuracies of two screening tests in a two-phase study for dementia Appl Stat 46 1998 135 147
    • (1998) Appl Stat , vol.46 , pp. 135-147
    • Zhou, X.H.1
  • 8
    • 0031797585 scopus 로고    scopus 로고
    • Correcting for verification bias in studies of a diagnostic test's accuracy
    • X.H. Zhou Correcting for verification bias in studies of a diagnostic test's accuracy Stat Methods Med Res 7 1998 337 353
    • (1998) Stat Methods Med Res , vol.7 , pp. 337-353
    • Zhou, X.H.1
  • 9
    • 0028101077 scopus 로고
    • Effect of verification bias on positive and negative predictive values
    • X.H. Zhou Effect of verification bias on positive and negative predictive values Stat Med 13 1994 1737 1745
    • (1994) Stat Med , vol.13 , pp. 1737-1745
    • Zhou, X.H.1
  • 10
    • 13644264501 scopus 로고    scopus 로고
    • Verification bias-corrected estimators of the relative true and false positive rates of two binary screening tests
    • T.A. Alonzo Verification bias-corrected estimators of the relative true and false positive rates of two binary screening tests Stat Med 24 2005 403 417
    • (2005) Stat Med , vol.24 , pp. 403-417
    • Alonzo, T.A.1
  • 11
    • 0037048697 scopus 로고    scopus 로고
    • Evaluation of human papillomavirus testing in primary screening for cervical abnormalities: Comparison of sensitivity, specificity and frequency of referral
    • K.L. Kulasingam, J.P. Hughes, N.B. Kiviat, C. Mao, N.S. Weiss, and J.M. Kuypers et al. Evaluation of human papillomavirus testing in primary screening for cervical abnormalities: comparison of sensitivity, specificity and frequency of referral JAMA 288 2002 1749 1757
    • (2002) JAMA , vol.288 , pp. 1749-1757
    • Kulasingam, K.L.1    Hughes, J.P.2    Kiviat, N.B.3    Mao, C.4    Weiss, N.S.5    Kuypers, J.M.6
  • 12
    • 34547127374 scopus 로고    scopus 로고
    • Cervical screening by visual inspection, HPV testing, liquid-based and conventional cytology in Amazonian Peru
    • M. Almonte, C. Ferreccio, J.L. Winkler, J. Cuzick, V. Tsu, and S. Robles et al. Cervical screening by visual inspection, HPV testing, liquid-based and conventional cytology in Amazonian Peru Int J Cancer 121 2007 796 802
    • (2007) Int J Cancer , vol.121 , pp. 796-802
    • Almonte, M.1    Ferreccio, C.2    Winkler, J.L.3    Cuzick, J.4    Tsu, V.5    Robles, S.6
  • 13
    • 1942424079 scopus 로고    scopus 로고
    • Detection of cervical precancer and cancer in a hospital population benefits of testing for human papillomavirus
    • V. Dalstein, D. Riethmuller, J.L. Sautiere, J.L. Pretet, B. Kantelip, and J.P. Schaal et al. Detection of cervical precancer and cancer in a hospital population benefits of testing for human papillomavirus Eur J Cancer 40 2004 1225 1232
    • (2004) Eur J Cancer , vol.40 , pp. 1225-1232
    • Dalstein, V.1    Riethmuller, D.2    Sautiere, J.L.3    Pretet, J.L.4    Kantelip, B.5    Schaal, J.P.6
  • 14
    • 84871373397 scopus 로고    scopus 로고
    • Screening trial of human papillomavirus for early detection of cervical cancer in Santiago, Chile
    • C. Ferrecio, M.I. Barriga, M. Lagos, C. Ibanez, H. Poggi, and F. Gonzalez et al. Screening trial of human papillomavirus for early detection of cervical cancer in Santiago, Chile Int J Cancer 132 2013 916 923
    • (2013) Int J Cancer , vol.132 , pp. 916-923
    • Ferrecio, C.1    Barriga, M.I.2    Lagos, M.3    Ibanez, C.4    Poggi, H.5    Gonzalez, F.6
  • 15
    • 84855995218 scopus 로고    scopus 로고
    • Comparison of human papillomavirus testing and cytology for cervical cancer screening in a primary health care setting in the Democratic Republic of the Congo
    • S.M. Mahmud, G. Sangwa-Lugoma, S.H. Nasr, P.K. Kayembe, R.R. Tozin, and P. Drouin et al. Comparison of human papillomavirus testing and cytology for cervical cancer screening in a primary health care setting in the Democratic Republic of the Congo Gynecol Oncol 124 2012 286 291
    • (2012) Gynecol Oncol , vol.124 , pp. 286-291
    • Mahmud, S.M.1    Sangwa-Lugoma, G.2    Nasr, S.H.3    Kayembe, P.K.4    Tozin, R.R.5    Drouin, P.6
  • 16
    • 78149459221 scopus 로고    scopus 로고
    • Effectiveness of VIA, Pap, and HPV DNA testing in a cervical cancer screening program in a peri-urban community in Andhra Pradesh, India
    • P.E. Gravitt, P. Paul, H.A. Katki, H. Vendantham, G. Ramakrishna, and M. Sudula et al. Effectiveness of VIA, Pap, and HPV DNA testing in a cervical cancer screening program in a peri-urban community in Andhra Pradesh, India PLoS One 5 10 2010 e13711 http://dx.doi.org/10.1371/journal.pone.0013711
    • (2010) PLoS One , vol.5 , Issue.10 , pp. 13711
    • Gravitt, P.E.1    Paul, P.2    Katki, H.A.3    Vendantham, H.4    Ramakrishna, G.5    Sudula, M.6
  • 17
    • 59649094377 scopus 로고    scopus 로고
    • Different cervical cancer screening approaches in a Chinese multicentre study
    • N. Li, J.-F. Shi, S. Franceschi, W.-H. Zhang, M. Dai, and B. Liu et al. Different cervical cancer screening approaches in a Chinese multicentre study Br J Cancer 100 2009 532 537
    • (2009) Br J Cancer , vol.100 , pp. 532-537
    • Li, N.1    Shi, J.-F.2    Franceschi, S.3    Zhang, W.-H.4    Dai, M.5    Liu, B.6
  • 18
    • 79251493463 scopus 로고    scopus 로고
    • Optional screening strategies for cervical cancer using standalone tests and their combinations among low- and medium-income populations in Latin America and Eastern Europe
    • L.O. Sarian, S. Derchain, I. Shabalova, S. Tatti, P. Naud, and A. Longatto-Filho et al. Optional screening strategies for cervical cancer using standalone tests and their combinations among low- and medium-income populations in Latin America and Eastern Europe J Med Screen 17 2010 195 203
    • (2010) J Med Screen , vol.17 , pp. 195-203
    • Sarian, L.O.1    Derchain, S.2    Shabalova, I.3    Tatti, S.4    Naud, P.5    Longatto-Filho, A.6
  • 19
    • 0038792816 scopus 로고    scopus 로고
    • Inclusion of HPV testing in routine cervical cancer screening for women above 29 years in Germany: Results for 8466 patients
    • K.U. Petry, S. Menton, M. Menton, F. van Loenen-Frosch, H. de Carvalho Gomes, and B. Holz et al. Inclusion of HPV testing in routine cervical cancer screening for women above 29 years in Germany: results for 8466 patients Br J Cancer 88 2003 1570 1577
    • (2003) Br J Cancer , vol.88 , pp. 1570-1577
    • Petry, K.U.1    Menton, S.2    Menton, M.3    Van Loenen-Frosch, F.4    De Carvalho Gomes, H.5    Holz, B.6
  • 20
    • 80052388064 scopus 로고    scopus 로고
    • Performance of caricinogenic human papillomavirus (HPV) testing and HPV16 or HPV 18 genotyping for cervical cancer screening of women aged 25 years and older: A subanalysis of the ATHENA study
    • P.E. Castle, M.H. Stoler, T.C. Wright Jr., A. Sharma, T. Wright, and C.M. Behrens Performance of caricinogenic human papillomavirus (HPV) testing and HPV16 or HPV 18 genotyping for cervical cancer screening of women aged 25 years and older: a subanalysis of the ATHENA study Lancet Oncol 12 2011 880 890
    • (2011) Lancet Oncol , vol.12 , pp. 880-890
    • Castle, P.E.1    Stoler, M.H.2    Wright, Jr.T.C.3    Sharma, A.4    Wright, T.5    Behrens, C.M.6
  • 21
    • 0033800950 scopus 로고    scopus 로고
    • Human Papillomavirus testing for primary screening of cervical cancer precursors
    • S. Ratnam, E.L. Franco, and A. Ferenczy Human Papillomavirus testing for primary screening of cervical cancer precursors Cancer Epidemiol Biomarkers Prev 9 2000 945 951
    • (2000) Cancer Epidemiol Biomarkers Prev , vol.9 , pp. 945-951
    • Ratnam, S.1    Franco, E.L.2    Ferenczy, A.3
  • 22
    • 17844377039 scopus 로고    scopus 로고
    • Human papillomavirus testing in primary screening for the detection of high-grade cervical lesions: A study of 7932 women
    • C. Clavel, M. Masure, J.P. Bory, I. Putaud, C. Mangeonjean, and M. Lorenzato et al. Human papillomavirus testing in primary screening for the detection of high-grade cervical lesions: a study of 7932 women Br J Cancer 89 2001 1616 1623
    • (2001) Br J Cancer , vol.89 , pp. 1616-1623
    • Clavel, C.1    Masure, M.2    Bory, J.P.3    Putaud, I.4    Mangeonjean, C.5    Lorenzato, M.6
  • 23
    • 10744221527 scopus 로고    scopus 로고
    • Management of women who test positive for high-risk types of human papillomavirus: The HART study
    • J. Cuzick, A. Szarewski, H. Cubie, G. Hulman, H. Kitchener, and D. Luesley et al. Management of women who test positive for high-risk types of human papillomavirus: the HART study Lancet 362 2003 1871 1876
    • (2003) Lancet , vol.362 , pp. 1871-1876
    • Cuzick, J.1    Szarewski, A.2    Cubie, H.3    Hulman, G.4    Kitchener, H.5    Luesley, D.6
  • 25
    • 79951498333 scopus 로고    scopus 로고
    • Evaluation of oncogenic human papillomavirus RNA and DNA test with liquid-based cytology in primary cervical cancer screening: The FASE study
    • J. Monsonego, M.G. Hudgens, L. Zerat, J.-C. Zerat, K. Syrjanen, and P. Halfon et al. Evaluation of oncogenic human papillomavirus RNA and DNA test with liquid-based cytology in primary cervical cancer screening: the FASE study Int J Cancer 129 2011 691 701
    • (2011) Int J Cancer , vol.129 , pp. 691-701
    • Monsonego, J.1    Hudgens, M.G.2    Zerat, L.3    Zerat, J.-C.4    Syrjanen, K.5    Halfon, P.6
  • 26
    • 0032967655 scopus 로고    scopus 로고
    • Generalized estimating equations for ordinal categorical data: Arbitrary patterns of missing responses and missingness in a key covariate
    • A.Y. Toledano, and C. Gatsonis Generalized estimating equations for ordinal categorical data: arbitrary patterns of missing responses and missingness in a key covariate Biometrics 55 1999 488 496
    • (1999) Biometrics , vol.55 , pp. 488-496
    • Toledano, A.Y.1    Gatsonis, C.2
  • 27
    • 84950421496 scopus 로고
    • Semiparametric efficiency in multivariate regression models with missing data
    • J.M. Robins, and A. Rotnitzky Semiparametric efficiency in multivariate regression models with missing data JASA 90 1995 106 121
    • (1995) JASA , vol.90 , pp. 106-121
    • Robins, J.M.1    Rotnitzky, A.2
  • 28
    • 0037202104 scopus 로고    scopus 로고
    • Performance of weighted estimating equations for longitudinal binary data with drop-outs missing at random
    • J.S. Preisser, K.K. Lohman, and P.J. Rathouz Performance of weighted estimating equations for longitudinal binary data with drop-outs missing at random Stat Med 21 2002 3035 3054
    • (2002) Stat Med , vol.21 , pp. 3035-3054
    • Preisser, J.S.1    Lohman, K.K.2    Rathouz, P.J.3
  • 29
    • 0024205301 scopus 로고
    • Models for longitudinal data: A generalized estimating equation approach
    • S.C. Zeger, K.-Y. Liang, and P.S. Albert Models for longitudinal data: a generalized estimating equation approach Biometrics 44 1988 1049 1060
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.C.1    Liang, K.-Y.2    Albert, P.S.3
  • 31
    • 84888630702 scopus 로고    scopus 로고
    • Extension of the modified Poisson regression model to prospective studies with correlated binary data
    • in press
    • G.Y. Zou, and A. Donner Extension of the modified Poisson regression model to prospective studies with correlated binary data Stat Methods Med Res 2013 in press
    • (2013) Stat Methods Med Res
    • Zou, G.Y.1    Donner, A.2
  • 32
    • 0042538892 scopus 로고    scopus 로고
    • A simple method for generating correlated binary variables
    • C.G. Park, T. Park, and D.W. Shin A simple method for generating correlated binary variables Am Stat 50 1996 306 310
    • (1996) Am Stat , vol.50 , pp. 306-310
    • Park, C.G.1    Park, T.2    Shin, D.W.3
  • 33
    • 0030917636 scopus 로고    scopus 로고
    • A marginal regression modeling framework for evaluating medical diagnostic tests
    • W. Leisenring, T. Alonzo, and M.S. Pepe A marginal regression modeling framework for evaluating medical diagnostic tests Stat Med 16 1997 1263 1281
    • (1997) Stat Med , vol.16 , pp. 1263-1281
    • Leisenring, W.1    Alonzo, T.2    Pepe, M.S.3
  • 34
    • 33745249841 scopus 로고    scopus 로고
    • Randomized controlled trial of human papillomavirus testing versus Pap cytology in the primary screening for cervical cancer precursors: Design, methods and preliminary accrual results of the Canadian Cervical Cancer Screening Trial (CCCaST)
    • M.H. Mayrand, E. Duarte-Franco, F. Coutlee, I. Rodrigues, S.D. Walter, and S. Ratnam et al. Randomized controlled trial of human papillomavirus testing versus Pap cytology in the primary screening for cervical cancer precursors: design, methods and preliminary accrual results of the Canadian Cervical Cancer Screening Trial (CCCaST) Int J Cancer 119 2006 615 623
    • (2006) Int J Cancer , vol.119 , pp. 615-623
    • Mayrand, M.H.1    Duarte-Franco, E.2    Coutlee, F.3    Rodrigues, I.4    Walter, S.D.5    Ratnam, S.6
  • 35
    • 33746349573 scopus 로고    scopus 로고
    • Overview of the European and North American studies on HPV testing in primary cervical cancer screening
    • J. Cuzick, C. Clavel, K.U. Petry, C.J. Meijer, H. Hoyer, and S. Ratnam et al. Overview of the European and North American studies on HPV testing in primary cervical cancer screening Int J Cancer 119 2006 1095 1101
    • (2006) Int J Cancer , vol.119 , pp. 1095-1101
    • Cuzick, J.1    Clavel, C.2    Petry, K.U.3    Meijer, C.J.4    Hoyer, H.5    Ratnam, S.6
  • 36
    • 42349097705 scopus 로고    scopus 로고
    • On estimating diagnostic accuracy from studies with multiple raters and partial gold standard evaluation
    • P.S. Albert, and L.E. Dodd On estimating diagnostic accuracy from studies with multiple raters and partial gold standard evaluation J Am Stat Assoc 103 2008 61 73
    • (2008) J Am Stat Assoc , vol.103 , pp. 61-73
    • Albert, P.S.1    Dodd, L.E.2
  • 37
    • 0028999518 scopus 로고
    • Evaluating multiple diagnostic tests with partial verification
    • S.G. Baker Evaluating multiple diagnostic tests with partial verification Biometrics 51 1995 330 337
    • (1995) Biometrics , vol.51 , pp. 330-337
    • Baker, S.G.1
  • 38
    • 84888862680 scopus 로고
    • Estimation of regression coefficients when some regressors are not always observed
    • J.M. Robins, A. Rotnitzky, and L.P. Zhao Estimation of regression coefficients when some regressors are not always observed J Am Stat Assoc 89 1994 846 866
    • (1994) J Am Stat Assoc , vol.89 , pp. 846-866
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3
  • 39
    • 0034192834 scopus 로고    scopus 로고
    • Validity and coverage of estimates of relative accuracy
    • H. Cheng, M. Macaluso, and J.M. Hardin Validity and coverage of estimates of relative accuracy Ann Epidemiol 10 2000 251 260
    • (2000) Ann Epidemiol , vol.10 , pp. 251-260
    • Cheng, H.1    MacAluso, M.2    Hardin, J.M.3
  • 40
    • 4344714141 scopus 로고    scopus 로고
    • Prospective studies of diagnostic test accuracy when disease prevalence is low
    • N.A. Obuchowski, and Z.H. Zhou Prospective studies of diagnostic test accuracy when disease prevalence is low Biostatistics 3 4 2002 477 492
    • (2002) Biostatistics , vol.3 , Issue.4 , pp. 477-492
    • Obuchowski, N.A.1    Zhou, Z.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.