Is pornography use related to erectile functioning? Results from cross-sectional and latent growth curve analyses. Grubbs, J. B. & Gola, M. The journal of sexual medicine, 16(1):111–125, February, 2019. doi abstract bibtex 1 download INTRODUCTION: Despite evidence to the contrary, a number of advocacy and self-help groups persist in claiming that internet pornography use is driving an epidemic of erectile dysfunction (ED). AIM: The present work sought to explore whether mere pornography use itself and self-reported problematic use of pornography are related to ED, both cross-sectionally and longitudinally. METHODS: A series of 3 samples of sexually active men who also used pornography were collected: a cross-sectional sample of undergraduate men in the United States (n = 147), an online sample of men derived from a larger sample that was matched to U.S. nationally representative norms (n = 297), and a 1-year, 4-wave longitudinal sample of adult men derived from an online convenience sample (Mechanical Turk: time 1, n = 433; time 2, n = 223; time 3, n = 202; time 4, n = 196). Pearson correlations and cross-sectional structural equation models were conducted in each sample. Latent growth curve analyses were conducted in the longitudinal sample. MAIN OUTCOME MEASURE: The primary outcomes of interest were cross-sectional and longitudinal reports of erectile functioning as measured by the International Index of Erectile Functioning 5. RESULTS: Across all 3 samples, there was evidence of a positive, cross-sectional association between self-reported problematic use and ED, but no consistent association between mere use itself and ED. In our longitudinal sample, there were correlations among baseline pornography use, baseline self-reported problematic use, and prospective ED at times 2-4; however, latent growth curve analyses demonstrated no significant relationships between any pornography-related variables and trajectories of ED. CLINICAL IMPLICATIONS: These results suggest that among non-treatment-seeking pornography users, self-reported problematic use likely is associated with concurrent reports of ED, but that the links between these variables are not directional or causal in nature. STRENGTH & LIMITATIONS: This work is the first work to systematically examine the links between self-reported problematic use of pornography and ED, and it did so in a variety of samples, using both cross-sectional and longitudinal methods. Even so, the work relied exclusively on self-report methods, and did not control for medical covariates that may be related to the experience of ED. CONCLUSION: In conjunction with prior literature, we conclude that there is little or no evidence of an association between mere pornography use and ED, consistent evidence of an association between self-reported problematic use and ED cross-sectionally, and no evidence of causal links between any pornography variables and ED. Grubbs JB, Gola M. Is Pornography Use Related to Erectile Functioning? Results From Cross-Sectional and Latent Growth Curve Analyses. J Sex Med 2019;16:111-125.
@article{grubbs_is_2019,
title = {Is pornography use related to erectile functioning? {Results} from cross-sectional and latent growth curve analyses.},
volume = {16},
copyright = {Copyright (c) 2018 International Society for Sexual Medicine. Published by Elsevier Inc. All rights reserved.},
issn = {1743-6109 1743-6095},
doi = {10.1016/j.jsxm.2018.11.004},
abstract = {INTRODUCTION: Despite evidence to the contrary, a number of advocacy and self-help groups persist in claiming that internet pornography use is driving an epidemic of erectile dysfunction (ED). AIM: The present work sought to explore whether mere pornography use itself and self-reported problematic use of pornography are related to ED, both cross-sectionally and longitudinally. METHODS: A series of 3 samples of sexually active men who also used pornography were collected: a cross-sectional sample of undergraduate men in the United States (n = 147), an online sample of men derived from a larger sample that was matched to U.S. nationally representative norms (n = 297), and a 1-year, 4-wave longitudinal sample of adult men derived from an online convenience sample (Mechanical Turk: time 1, n = 433; time 2, n = 223; time 3, n = 202; time 4, n = 196). Pearson correlations and cross-sectional structural equation models were conducted in each sample. Latent growth curve analyses were conducted in the longitudinal sample. MAIN OUTCOME MEASURE: The primary outcomes of interest were cross-sectional and longitudinal reports of erectile functioning as measured by the International Index of Erectile Functioning 5. RESULTS: Across all 3 samples, there was evidence of a positive, cross-sectional association between self-reported problematic use and ED, but no consistent association between mere use itself and ED. In our longitudinal sample, there were correlations among baseline pornography use, baseline self-reported problematic use, and prospective ED at times 2-4; however, latent growth curve analyses demonstrated no significant relationships between any pornography-related variables and trajectories of ED. CLINICAL IMPLICATIONS: These results suggest that among non-treatment-seeking pornography users, self-reported problematic use likely is associated with concurrent reports of ED, but that the links between these variables are not directional or causal in nature. STRENGTH \& LIMITATIONS: This work is the first work to systematically examine the links between self-reported problematic use of pornography and ED, and it did so in a variety of samples, using both cross-sectional and longitudinal methods. Even so, the work relied exclusively on self-report methods, and did not control for medical covariates that may be related to the experience of ED. CONCLUSION: In conjunction with prior literature, we conclude that there is little or no evidence of an association between mere pornography use and ED, consistent evidence of an association between self-reported problematic use and ED cross-sectionally, and no evidence of causal links between any pornography variables and ED. Grubbs JB, Gola M. Is Pornography Use Related to Erectile Functioning? Results From Cross-Sectional and Latent Growth Curve Analyses. J Sex Med 2019;16:111-125.},
language = {eng},
number = {1},
journal = {The journal of sexual medicine},
author = {Grubbs, Joshua B. and Gola, Mateusz},
month = feb,
year = {2019},
pmid = {30621919},
keywords = {*Addiction, *Compulsive Sexual Behavior Disorder, *Erectile Dysfunction, *Hypersexual Behavior, *Moral Incongruence, *Pornography, Addiction, Adolescent, Adult, Compulsions, Compulsive Sexual Behavior Disorder, Cross-Sectional Studies, Erectile Dysfunction, Erectile Dysfunction/*epidemiology, Erotica/*psychology, Humans, Hypersexual Behavior, Male, Middle Aged, Moral Incongruence, Penile Erection/*physiology, Pornography, Prospective Studies, Self Report, Sexual Addiction, Students/statistics \& numerical data, Young Adult},
pages = {111--125},
file = {ScienceDirect Full Text PDF:/Users/joshuab.grubbs/Library/CloudStorage/GoogleDrive-joshuagrubbsphd@gmail.com/My Drive/Manuscripts/Zotero/storage/L543PFPB/Grubbs and Gola - 2019 - Is Pornography Use Related to Erectile Functioning.pdf:application/pdf;ScienceDirect Snapshot:/Users/joshuab.grubbs/Library/CloudStorage/GoogleDrive-joshuagrubbsphd@gmail.com/My Drive/Manuscripts/Zotero/storage/6TI3WUFK/S1743609518312852.html:text/html},
}
Downloads: 1
{"_id":"SygQNt56YC4TioLJy","bibbaseid":"grubbs-gola-ispornographyuserelatedtoerectilefunctioningresultsfromcrosssectionalandlatentgrowthcurveanalyses-2019","downloads":1,"creationDate":"2019-01-08T16:22:44.498Z","title":"Is pornography use related to erectile functioning? Results from cross-sectional and latent growth curve analyses.","author_short":["Grubbs, J. B.","Gola, M."],"year":2019,"bibtype":"article","biburl":"https://bibbase.org/network/files/AFEyrnMAfNw7j8d2n","bibdata":{"bibtype":"article","type":"article","title":"Is pornography use related to erectile functioning? Results from cross-sectional and latent growth curve analyses.","volume":"16","copyright":"Copyright (c) 2018 International Society for Sexual Medicine. Published by Elsevier Inc. All rights reserved.","issn":"1743-6109 1743-6095","doi":"10.1016/j.jsxm.2018.11.004","abstract":"INTRODUCTION: Despite evidence to the contrary, a number of advocacy and self-help groups persist in claiming that internet pornography use is driving an epidemic of erectile dysfunction (ED). AIM: The present work sought to explore whether mere pornography use itself and self-reported problematic use of pornography are related to ED, both cross-sectionally and longitudinally. METHODS: A series of 3 samples of sexually active men who also used pornography were collected: a cross-sectional sample of undergraduate men in the United States (n = 147), an online sample of men derived from a larger sample that was matched to U.S. nationally representative norms (n = 297), and a 1-year, 4-wave longitudinal sample of adult men derived from an online convenience sample (Mechanical Turk: time 1, n = 433; time 2, n = 223; time 3, n = 202; time 4, n = 196). Pearson correlations and cross-sectional structural equation models were conducted in each sample. Latent growth curve analyses were conducted in the longitudinal sample. MAIN OUTCOME MEASURE: The primary outcomes of interest were cross-sectional and longitudinal reports of erectile functioning as measured by the International Index of Erectile Functioning 5. RESULTS: Across all 3 samples, there was evidence of a positive, cross-sectional association between self-reported problematic use and ED, but no consistent association between mere use itself and ED. In our longitudinal sample, there were correlations among baseline pornography use, baseline self-reported problematic use, and prospective ED at times 2-4; however, latent growth curve analyses demonstrated no significant relationships between any pornography-related variables and trajectories of ED. CLINICAL IMPLICATIONS: These results suggest that among non-treatment-seeking pornography users, self-reported problematic use likely is associated with concurrent reports of ED, but that the links between these variables are not directional or causal in nature. STRENGTH & LIMITATIONS: This work is the first work to systematically examine the links between self-reported problematic use of pornography and ED, and it did so in a variety of samples, using both cross-sectional and longitudinal methods. Even so, the work relied exclusively on self-report methods, and did not control for medical covariates that may be related to the experience of ED. CONCLUSION: In conjunction with prior literature, we conclude that there is little or no evidence of an association between mere pornography use and ED, consistent evidence of an association between self-reported problematic use and ED cross-sectionally, and no evidence of causal links between any pornography variables and ED. Grubbs JB, Gola M. Is Pornography Use Related to Erectile Functioning? Results From Cross-Sectional and Latent Growth Curve Analyses. J Sex Med 2019;16:111-125.","language":"eng","number":"1","journal":"The journal of sexual medicine","author":[{"propositions":[],"lastnames":["Grubbs"],"firstnames":["Joshua","B."],"suffixes":[]},{"propositions":[],"lastnames":["Gola"],"firstnames":["Mateusz"],"suffixes":[]}],"month":"February","year":"2019","pmid":"30621919","keywords":"*Addiction, *Compulsive Sexual Behavior Disorder, *Erectile Dysfunction, *Hypersexual Behavior, *Moral Incongruence, *Pornography, Addiction, Adolescent, Adult, Compulsions, Compulsive Sexual Behavior Disorder, Cross-Sectional Studies, Erectile Dysfunction, Erectile Dysfunction/*epidemiology, Erotica/*psychology, Humans, Hypersexual Behavior, Male, Middle Aged, Moral Incongruence, Penile Erection/*physiology, Pornography, Prospective Studies, Self Report, Sexual Addiction, Students/statistics & numerical data, Young Adult","pages":"111–125","file":"ScienceDirect Full Text PDF:/Users/joshuab.grubbs/Library/CloudStorage/GoogleDrive-joshuagrubbsphd@gmail.com/My Drive/Manuscripts/Zotero/storage/L543PFPB/Grubbs and Gola - 2019 - Is Pornography Use Related to Erectile Functioning.pdf:application/pdf;ScienceDirect Snapshot:/Users/joshuab.grubbs/Library/CloudStorage/GoogleDrive-joshuagrubbsphd@gmail.com/My Drive/Manuscripts/Zotero/storage/6TI3WUFK/S1743609518312852.html:text/html","bibtex":"@article{grubbs_is_2019,\n\ttitle = {Is pornography use related to erectile functioning? {Results} from cross-sectional and latent growth curve analyses.},\n\tvolume = {16},\n\tcopyright = {Copyright (c) 2018 International Society for Sexual Medicine. Published by Elsevier Inc. All rights reserved.},\n\tissn = {1743-6109 1743-6095},\n\tdoi = {10.1016/j.jsxm.2018.11.004},\n\tabstract = {INTRODUCTION: Despite evidence to the contrary, a number of advocacy and self-help groups persist in claiming that internet pornography use is driving an epidemic of erectile dysfunction (ED). AIM: The present work sought to explore whether mere pornography use itself and self-reported problematic use of pornography are related to ED, both cross-sectionally and longitudinally. METHODS: A series of 3 samples of sexually active men who also used pornography were collected: a cross-sectional sample of undergraduate men in the United States (n = 147), an online sample of men derived from a larger sample that was matched to U.S. nationally representative norms (n = 297), and a 1-year, 4-wave longitudinal sample of adult men derived from an online convenience sample (Mechanical Turk: time 1, n = 433; time 2, n = 223; time 3, n = 202; time 4, n = 196). Pearson correlations and cross-sectional structural equation models were conducted in each sample. Latent growth curve analyses were conducted in the longitudinal sample. MAIN OUTCOME MEASURE: The primary outcomes of interest were cross-sectional and longitudinal reports of erectile functioning as measured by the International Index of Erectile Functioning 5. RESULTS: Across all 3 samples, there was evidence of a positive, cross-sectional association between self-reported problematic use and ED, but no consistent association between mere use itself and ED. In our longitudinal sample, there were correlations among baseline pornography use, baseline self-reported problematic use, and prospective ED at times 2-4; however, latent growth curve analyses demonstrated no significant relationships between any pornography-related variables and trajectories of ED. CLINICAL IMPLICATIONS: These results suggest that among non-treatment-seeking pornography users, self-reported problematic use likely is associated with concurrent reports of ED, but that the links between these variables are not directional or causal in nature. STRENGTH \\& LIMITATIONS: This work is the first work to systematically examine the links between self-reported problematic use of pornography and ED, and it did so in a variety of samples, using both cross-sectional and longitudinal methods. Even so, the work relied exclusively on self-report methods, and did not control for medical covariates that may be related to the experience of ED. CONCLUSION: In conjunction with prior literature, we conclude that there is little or no evidence of an association between mere pornography use and ED, consistent evidence of an association between self-reported problematic use and ED cross-sectionally, and no evidence of causal links between any pornography variables and ED. Grubbs JB, Gola M. Is Pornography Use Related to Erectile Functioning? Results From Cross-Sectional and Latent Growth Curve Analyses. J Sex Med 2019;16:111-125.},\n\tlanguage = {eng},\n\tnumber = {1},\n\tjournal = {The journal of sexual medicine},\n\tauthor = {Grubbs, Joshua B. and Gola, Mateusz},\n\tmonth = feb,\n\tyear = {2019},\n\tpmid = {30621919},\n\tkeywords = {*Addiction, *Compulsive Sexual Behavior Disorder, *Erectile Dysfunction, *Hypersexual Behavior, *Moral Incongruence, *Pornography, Addiction, Adolescent, Adult, Compulsions, Compulsive Sexual Behavior Disorder, Cross-Sectional Studies, Erectile Dysfunction, Erectile Dysfunction/*epidemiology, Erotica/*psychology, Humans, Hypersexual Behavior, Male, Middle Aged, Moral Incongruence, Penile Erection/*physiology, Pornography, Prospective Studies, Self Report, Sexual Addiction, Students/statistics \\& numerical data, Young Adult},\n\tpages = {111--125},\n\tfile = {ScienceDirect Full Text PDF:/Users/joshuab.grubbs/Library/CloudStorage/GoogleDrive-joshuagrubbsphd@gmail.com/My Drive/Manuscripts/Zotero/storage/L543PFPB/Grubbs and Gola - 2019 - Is Pornography Use Related to Erectile Functioning.pdf:application/pdf;ScienceDirect Snapshot:/Users/joshuab.grubbs/Library/CloudStorage/GoogleDrive-joshuagrubbsphd@gmail.com/My Drive/Manuscripts/Zotero/storage/6TI3WUFK/S1743609518312852.html:text/html},\n}\n\n","author_short":["Grubbs, J. B.","Gola, M."],"key":"grubbs_is_2019","id":"grubbs_is_2019","bibbaseid":"grubbs-gola-ispornographyuserelatedtoerectilefunctioningresultsfromcrosssectionalandlatentgrowthcurveanalyses-2019","role":"author","urls":{},"keyword":["*Addiction","*Compulsive Sexual Behavior Disorder","*Erectile Dysfunction","*Hypersexual Behavior","*Moral Incongruence","*Pornography","Addiction","Adolescent","Adult","Compulsions","Compulsive Sexual Behavior Disorder","Cross-Sectional Studies","Erectile Dysfunction","Erectile Dysfunction/*epidemiology","Erotica/*psychology","Humans","Hypersexual Behavior","Male","Middle Aged","Moral Incongruence","Penile Erection/*physiology","Pornography","Prospective Studies","Self Report","Sexual Addiction","Students/statistics & numerical data","Young Adult"],"metadata":{"authorlinks":{"grubbs, j":"https://bibbase.org/show?bib=https://bibbase.org/network/files/AFEyrnMAfNw7j8d2n&msg=preview&fileId=AFEyrnMAfNw7j8d2n"}},"downloads":1,"html":""},"search_terms":["pornography","use","related","erectile","functioning","results","cross","sectional","latent","growth","curve","analyses","grubbs","gola"],"keywords":["*addiction","*compulsive sexual behavior disorder","*erectile dysfunction","*hypersexual behavior","*moral incongruence","*pornography","addiction","adolescent","adult","compulsions","compulsive sexual behavior disorder","cross-sectional studies","erectile dysfunction","erectile dysfunction/*epidemiology","erotica/*psychology","humans","hypersexual behavior","male","middle aged","moral incongruence","penile erection/*physiology","pornography","prospective studies","self report","sexual addiction","students/statistics & numerical data","young adult"],"authorIDs":["22MjKQMrwkqtG7LDH","25DgmMGNKT8HegiEZ","2FF8edQGwGPk4phf6","2hAb2bycPEKNXyu2R","2jquLEEiGufPbtEf8","38DuP83ampZXNNqTd","39zJYE3Zvbyk29NHg","3C8F4d7Dw24gJ5aPq","3DhiYfKgo3K6aDnmz","3H5Tue5FNHi58aiji","3QWWQWuDyimtD4ZZ5","3TizRdpSkvqDFsJpY","3dhKW968PNuPb86iR","3hfkbwGF4FdvxiAFn","4FyhgrJr96eP68JwY","4HY4jxeb7G3t9d3N7","4TEN26HvRCjn2gEit","4ehsoL5fiZNm4LsvX","4fkQ6fCRJoSD4tN5Q","4gNpLzES3z2iiokCR","4ibsvgQorSpZx25FA","4jtBk3mzz9sAAPgia","4pMJqbLCxd4vdPR7E","4qiyf6BJdAjTmmovT","4vqbLSE9pAajqoSbB","53At6wMZhW3ZQp8yt","57vsx9DWbHfnqdHxR","59K4ckGhre9ta8yno","5ChYgKLbk2F5bBqbL","5GpJag6JfQb6A28jo","5MzzQ2QhaY5LF35Ew","5b1f2e2ea4a19f1000000083","5cg77JxEE3m5dxbHZ","5de817a29b61e8de010002a1","5de955fad574c6de010000ad","5de99d8059feb7f201000143","5deb0b43a31587de010000da","5deb1a7e28b3ebde01000079","5dec44bae16431f201000007","5dee3f86eaaee4df0100000e","5def217fe83f7dde01000026","5df022595d7361de0100004d","5df0bfb28367c8de01000155","5df1173e092ae5df01000205","5df3ef72ccbb4fde01000165","5df44aafb126eade01000011","5df5e088f65dd9de01000080","5df66024797ba9de01000001","5df689d172bbd4df01000086","5df943adccc001de0100008c","5df9b790a344e2ef01000083","5dfba369749b8bde0100013f","5dfbc5f44705b7de01000037","5dfbec3b4d4fb9de0100009d","5dfc0c20b371afde010000c7","5dfcd7d57a3608de0100012c","5dfd1f10ece35ede0100007e","5dfd297dece35ede0100014b","5dfefbe3e25b1bde01000051","5dffeb9d903951df010000c8","5e044061705486df01000044","5e094529934cacdf010000b2","5e0a26fb01dcffde01000007","5e0a771c3eccf6e0010000e4","5e0fcc442cfae9df01000076","5e10117d86fd12e8010000b7","5e10d6640192c6df010000dd","5e115858b59632f201000063","5e121332440202de01000030","5e124a4e31427bdf01000012","5e137fa3a212e1de01000013","5e13dfabdd177ade0100008a","5e142e8612768ef301000041","5e14d88c429a53df01000094","5e16b760dc7739de01000093","5e175578883585df01000255","5e1781d6cf35a4de01000127","5e17d8094ba003df010000eb","5e184064bb35f5de01000083","5e189fb4779abfdf010001a7","5e191460a7672ede01000135","5e1cb1c67723aadf01000103","5e1d64df316c3bdf01000031","5e1d9967d9acfbde01000006","5e1deb264986afdf010002d6","5e1e028a2cced5de01000195","5e1f36d007379ade0100017f","5e2191813ef35cdf0100002c","5e21e2cc59a877de01000012","5e258fcad31494de01000115","5e2732d6557b88de0100010a","5e28a4bb88416fde0100013c","5e28ddeaa3df5bdf010000d7","5e2a63a6621cc1df01000079","5e2a67fc621cc1df010000a3","5e2b304027ed83df010000ef","5e2b3ca4b9f2cade01000042","5e2c4ade3dad8edf010000a8","5e2cf15039674ede0100008b","5e2f095ce374eede010001dc","5e30470557a222df01000015","5e3067344988d7de0100005c","5e30d8475f9c1cf201000036","5e3208f2f80a24de01000013","5e330571200286df01000006","5e331467200286df01000141","5e3421ab41f782de01000025","5e369fa685a47ade0100009b","5e3985bbd14579de01000099","5e3a48451469e8de0100001e","5e3ac987f2a00cdf01000182","5e3ad4bb1b85fadf0100003a","5e3b030155f0f2df01000159","5e3b611159b923df01000011","5e3b6f4259b923df010000fc","5e3b7c1d184d6ede0100000d","5e3b9bb669c38bde0100003c","5e3bbd60657d0bdf01000074","5e3beb0704fc23e40100013b","5e3c1ba60c5519de0100011e","5e3c31b734cd37de01000120","5e3cb5b2948886de01000038","5e3db0b607ca74de01000036","5e3dbf5c07ca74de01000105","5e3e27bf546544df01000033","5e3ee3fa382e41df01000006","5e407430b531d7de01000064","5e40a3bdd668c6de010000fc","5e40b85e019547df010000d8","5e41e9e2a9454ade0100010b","5e44cf2c7759a7df01000149","5e45668e49667cde0100009a","5e466e57696958de01000111","5e4683bf71278bde010000b9","5e4750b7d8f94bde010000d9","5e4753a0d8f94bde010000fb","5e4766a945a735de01000084","5e476fe845a735de010000d4","5e4774b727a0c8de01000005","5e4783b127a0c8de01000085","5e47a65f839cb4df01000093","5e47d7cdaf70c7de01000066","5e47e4abaf70c7de010000b0","5e47e8cf385298df01000015","5e47fa47385298df010000a8","5e480b2cd4b913df01000056","5e481005d4b913df01000083","5e48199ed4b913df01000109","5e48611f47fde2f201000063","5e4868aa47fde2f2010000a3","5e489ab96ac344de010000b0","5e48a1f86ac344de010000e6","5e491b89cd9091de01000009","5e496f58407e6cde01000006","5e4b03ff332a9bde010000c2","5e4b23a3c59ab1f301000116","5e4b8e482d0ef5de0100005c","5e4da823e671efde01000134","5e4df4e5cc196bde01000071","5e4ec30ed9cddadf010000e6","5e4ed6db2962cadf01000073","5e4edf7f2962cadf01000109","5e4f3681aa67a8de010000b6","5e4f42808a3535f30100001a","5e4fee81f5b214df0100005c","5e500764933046de01000014","5e505d95cb6c3ede0100002a","5e507112cb6c3ede0100010e","5e50994d4e0862e40100002a","5e51398afe63cfde010000cb","5e5155c6fe5af9df01000110","5e520418bba759e801000016","5e52062cbba759e80100002b","5e52e4449c58afde0100002a","5e52fd5b9c58afde01000158","5e54292080c0b0de0100014d","5e543d547a758fde010000c8","5e55c1de8061d1de01000025","5e56887deb2916df010000cc","5e56b31ce177dede01000158","5e599933ad6c7fde01000047","5e5c0e5c82b694df010000de","5e5e5e515f9e7bee0100015f","5e5e9f57c0a53dde01000283","5e5ede07cc2eefde0100001b","5e5fbcd36b32b0f201000020","5e602bd2c064fcde01000323","5e608ff91fc211de0100009b","5e6119d41cc34ede01000118","5e61366f97c182e9010000f1","5e61788a417d19de010001f4","5e6196fd1d4ccede01000135","5e62be1dcb259cde010000bc","5e63fed324d8f2df0100013a","5e673b864d24a6df0100004b","5e6745ca4d24a6df010000e5","5e67d83a697cebdf01000483","5e6af4d369285ede0100002f","5f8YenN3cuckzfRft","5iMojE6uxx7NhKhYs","5mkseB3egCeYCt9nK","5qLHb8FzWGxEwsi8c","5qLYDwPFyu9vQiam5","5rGLJsef5ZjfvQ2q4","5vGDWqpD9Zb6EzMjK","628edRoxh77nQtygh","63Wi9w2bt2tNe5j3A","6L3XEvikzzKEoGKnY","6NT9qw6jAAN89jn5u","6NmCbJaKw6xkDyGMm","6gMTfSQnDFtBLxR2W","6niP4aRZwxbsqsb3G","6nmA8sKDhSyQ43fzr","7HAY85o2ZLcfSwwuk","7JdSyHByTYnpcS8gW","7LkRHzcWDLbrA5Pgo","7Q2mXqhMzTaoyr8xs","7Rsfc8mkzAed82mDM","7WrghjHEs8EMFPKtt","7s8aFv5hJbAraDTCN","7vAssu6MSHijmoket","83rktJ6Xja94H66aW","85bRg8pfktWsF5qnb","8TtY3Fh3S5K9zhKH7","8WSK2J5GeswDGFmhL","8js9PGvxMDiGAjS6N","8nw6hFNz3K2bapPrq","8uQk3s393S3zASNgB","92CDnRLHuJYFoTS95","9NR4RCfESfWTEsPAk","9XgeQ2PFp9tn7XgXG","9aGg5p49MqRycKJkm","9gHpK6nBaADcXo8KK","9vJEGypaQYPJwXWEG","9wxKLh6Lbzq23e84P","ADfiSE5M4teG4ki2M","AEXw3kejC4cxuXzQt","AFkAD85qETH4uJNzN","AKsfkHn56HhQTmqQm","AXNiZnSBXWTAEkFah","AZRoFvDEfFwHiuXLy","AbAsH4GbbAmHE8nw5","AibwcmQz8rxjw9XRp","B2zXAe78LL9wcKAWf","B939eni6yy65sdZWm","BBQEPaeRQyEvKzfuy","BDfKcGE5vdoaDpgvQ","BJk4fBGJva4gFJF6h","BMAbveaTn2JhFucTM","BY8WiyZeRuQvXskwK","BZK7js6MxaRCg2QPh","Bfk9BPCf4f9HrNdG9","BhocyatFKcNMpCB82","BiSrMKvE4jhZ4tcFd","Bs6fX4SMRhoQAaENi","BvBXhtLHYtnExKvWu","C8vXPZ9jwxDhYSBy8","CDqmDNg6rWqtFs5i8","CEdbG6HWrx7jscXFv","CLerZf7DJ5ZtDYtB4","CQDWqBv8GFpjSHBK2","CeTgpEXucit4PXhp7","CjMX8Knmyov7ums9R","CuuNL5v3J8gBjL5Zb","Cziu8NMyAZfwGswYQ","D2aANotrv4T4CbyZR","D3q4WJzohw9GmY7Wd","DCWnjaDLFv7N4H6e8","DGRSS2Gn4sRZpXECA","DnS7E92Ax6bScutLT","DnaNWYmQkq7E6vxns","Dp4cS25mZPpeFktcW","DpfZq66jF3W2wfmYf","Drc8Pg8ax4GHcmptk","DyjyGmcRAeNwBgcLK","EAHkWnMvzQcvtcrBn","EBH2afCBaGnrc9m5w","EEfuJZG7bt4uFy3EC","EHA2RafWMz5bi6BoB","EKgwJ9kJDQ5X6wL8H","EbMWfKQ5bLaoRgf4f","FAQWHYPzCT2SmQecd","FKG2wRqDvbxX6xYEm","FKhTTW7HwLQrmpjcR","FLNfGBDpBDCeMm5aT","FPd58kbfuTzwkfFR3","FQWsuLSLc63iLaZnM","FjCe4noPC7tHM7MDT","Fz3PwihE47bNZ5hZw","G2PmYTQpsJ5szawpb","GDpEHsQnBLFknP9Ge","GMR5v6CSnRWu4Qqoj","GtJSZXKS28KD4Qjdy","HBHNwCYYKEcMNKBmc","HE2DGd8tEvLAvzoqA","HajtruzhrJmEz44h6","HdeDBwxHv42AJ66J2","HoxRwRtK8fZpL6Nrk","HpQPgLctegEL3ndQm","JaDx82bMHuk9PG6Ad","Jbzd6Txg7akk4i7tG","Jcxren6NgyG8BYtwy","JjxAoH9JALdqFm5pi","JndW5BeEJjZupBxgb","JvFrTHLckDoRoSkyC","JzGZsxJDJTiptgb7F","K8YfaNs86oKDagbdb","K8svqYnC7ggGBw8nC","KBGxhG9aWKRGF6mq8","KG4mzEGqrHuy45BGk","KSLC2EA2j35iCRpSv","KW8KjiQpFBSBuXpY8","KWHxuQ6CoiHMQvTFg","KfyzCMdifvPpFpsv7","Ki2HZvr7GBspzRwde","KjiAG4epqimKcC8CT","Kr3RcWAFgSbvueny9","KzbrGZT8ff5PKc7zb","L3YZsrYWJFbgZat6M","L9bZoixuBz946zW6Z","L9xbabiPBAj6cMsPf","LAdBEoWxtz859sTDg","LRsAAe4C9Gdkx8gNJ","LTBZy5RA6dDr2HzKT","LakvpGZiEtbELW5CT","LazEc9fG5rka8gwtq","LeKR7P8fhTEMAmaog","LhsnvZKufxtFjxCGm","LiCNh8fw4sx8iSoLL","LjWA4PBbBpZTK28xy","Lmb5f3wMtYsejgRzh","M39xM5RYFwsAL5Gm7","MDhCATKwoNGSDR5dT","MTiQNiENZHaEHRKyp","MitP9CSaHGcxGZt8J","MsPmQQCTjWbLrWuQw","N4X5PBQwsWhcw5JEJ","NE7qASKjkbRGqC7ve","NGmoiHzB7f66n3zz2","NT64T6njmwGtGLkdM","NTEDYz9AtYc5RGHkT","NZqLqFpwX8Ef9Fie6","NcWZvkxyzbk5AGbbX","Nt2aMszFtNBmhekyt","NuPbne5qJk6q92pEK","P2FxyBddcjCkiScfB","P64jwCM5sLBY9Zpez","PKTtEsmcczYTd8ZZR","PYXhzKbPzk4inXJZ5","Pb3ZmcuqXkYJX4bwe","PkDn2MLiArGhdvamn","Po3nqL9ZXk7GahiDP","PqxZtiHnbeCFXybNW","Q2B6JXqgk3eHTKyTt","Q8KBQjPFa9Ld8qMkG","Q9HNzknDkGwGJjFCc","QEP6za3qKZ5mhXxvP","QMxZYhMRf2e4x5osH","QdPwXxBfGpPyBjSGM","QnvFPQ9rkpv5KsXzM","Qytrmukt4xgr7ccND","RBfeWvtrvN6i9ChMx","RLptLy78YCh2iWnkS","RMj77jsSdvg5FpRMJ","RMrWbmB8gKyLuCrHk","RNPswzmh44P2ca8ci","RccwfGkms3bibSf5E","RhzyMMuQasBWAgAE3","RjBXjcT9wxFruic6g","Rsi7vNeYvA5cyMY4n","RwfDsiLmueGJtLKz8","Rwk5PuqPiKxorgPmW","Ryw93hoGh6QkNDLx9","SBtv78XCyeDuF9cXT","SqWZ2djjZAAW6FM3v","TBpGZSqLKzxZvebzH","TN3S9FH3LjnMiTnEk","TYwrTaprHy9ydAkme","TeMsjZ6bDjgsAoi32","TqezwxZ5zbHgZT4SN","Tqj63NSQWZQM7AQMj","TzhNe865jqMYzYawN","W5oZcRebmf8s4baDj","WCtyZomA4CXDtBrDd","WQNGvWDzJ324fRr5r","WeiZCJ7QtYGM5EcFW","Wq8JEnCzZHWJkHQ72","WyojhYi78jf2mC8sz","X2kE9G5eGvHLNPyCg","X5S6k5Jmi3XayjgY2","XGPbCCuSs5ZtbcKPH","XGsZdcqaWJz2toYL6","XQeGX5CjsYny3byJA","XckJGy4sQNjZSHjd5","XdKw7y59pq8FiAfjC","Xj88Cqxm2XRn8tmuu","XqtRqeBeSefgEfC7e","Xz7JC6y9AFmPkXNFC","YBAL2z6mFs7d3gXyh","YCTaym9bewE6eQaW6","YGjsN9o45QgXxAwcH","YLW5Z2ZnxmvRTFNPw","YRQZYMBFa73fJ98zS","YSMYcWLRQxFviSfZx","YTbiskoiLumedZz2p","YmKfs8bhog9ohvASy","YtjsBnKAqPQHsLTWM","YvXDNPDfwfufLD8ny","Yvdqp5SE8JjPAn8B6","Z4Y2yi6bb95SvguWE","Z4rSiJtL8zw7sb6ZX","ZBfsoyw5cLRDCQBa4","ZCk6x3zdp6EAE8sAQ","ZTMhnWmESQuLFbESr","aAZngdL3wWwDMWgbF","aCmuQicnzD25TPn3k","aF6LyrRgnaFeBMvXD","aLvxt9rZ4fARujvXT","aPgmnk2dq2YAQJWEb","aaNXxJuiSZQXu6ejm","ambTbQhj5AtnSP9kG","asssKL7gJikkDNZej","auWcGJANN8o44XYEq","awQ8WTnH4zr22T666","b4GD7znGbH8pWK7Cb","bAXqNdex6JkAvGHZM","bCxR2RbysW4cWCN3k","bSCnya96Zavak4Qxe","bzA6gZW5m2nWYNmWJ","bzCTHG9xxSgtYtGHp","bzQtNiR4iHcSdyCJJ","c77TxtNwgpBHWcNvj","c9AaQDmtkSoevhuSX","cA5YZ4APdjFtdSu38","cDbvdRWSy8Weq8oaT","cHuWfzpxQ8j2o8X4m","cW7oGCNDpAGiHYcGZ","cWpKdmPcDRNbNgbPK","caKyjJLGwM55krnPC","cacdMxFYgy7qH7zR5","cbzp4xAaZZqzDrarR","co2dzX9TEn9PcNCqh","coNofYn6ThcvctBsd","cp7XYoGwBnM44QNbH","d3aa6rkF8E5LRpu8r","d4QZEgf6YikAG3M9g","dLE8XM3XqmJvFSAGt","dqs9koxzMJkoPc6MG","e3qwAJw9e4xYKkFM2","e4yQtXkf9YaSGPHsh","eBiPkWacqbNcmdyrf","eBinNxiZ3KpdwaHMy","eHctn4tJ6GxhxbYbg","eQZ53fkusniD9FjY6","eeCMg7eBhpHDyGKRN","fGcM3ZAJ7GrEiGjpp","fQCpu6bmxBjk5SnQ4","fksTaTLwtBzLLYEKe","fntzgcgya9jv7QoHo","fpzC3ot77gAAYEM8E","fxAiqAsQ6LFFtCWk4","gS4cXnMvqT565gQr7","gaY6aBAFAWgwWfGBk","gdg3nBecowNzogPTF","h3aGS52dNA3frra7W","hHn4QNifYZEaF2qRH","hKQLR7nd5A6Q2dGtp","hMgR6nyaQzwsGWY2m","hPyPRDNgafbQBnTeX","hXZ8Pt5NqadcC2BDq","hbE6EBsyBwekAvYQS","hiSNcYNLqyWJeGY6Z","hnimcPAeffnCq4wTj","hyjKWod5m9sbqwLmk","iAz4BcqRKzgbLC5dW","iBYaoQK3L4cLLNoWr","iDN9sfMExfyhGwJms","iEfKWS6i7GgijXFNp","iFKLqeuLJ4wj66jey","iJucRNd34sEjdpdPw","iJwoGWRsuBJJzKL28","iKAEPTFkzGDiHisyQ","iKncc6BxyWpgHwMRo","ibDCZXA7XKSCvK3Fk","ig3DJJ6ozNfkHc6Lc","igzDDPMjdATtjy7Cg","inrcAa6TkcygxdYBE","iriedSJyna7X8hdzQ","j3tMhs5CigKRbc72F","j55wpJuaxdskxxMmF","j5sh2G7HJRPRnpqzD","j5yWyWG78yebM5RLC","j7Pi8GswRgrWZdyCG","j8AfTbvv4aJ65ukeR","j9D8w3BhaPfcdB4NM","j9KxEN65WSF8fWMMj","jHSqwrFQj2NYPc3t8","jN5kyJfAqDusN8JAY","jPRcWjkYR8RwhqWr3","jR7hbjaKcDEjfFKic","jedMMwSPkXuKonJNo","jh8eytkqTvxqPuLDE","jheoEm6tuHKBduWTQ","jihwcEgDnGPWpjSbQ","jn5JK4NZofDbCGZJ8","joQc3M5bigNfjcdkD","jrjakoTZWjSKis9Hg","jx4cyTM9PvwSz2qyk","k7eoKhMHsnYiPtfSQ","k8CTB3JhPd2Cq3Qk5","kAqDLskjtDJSnnoAR","kArwQgQHyxXmv9xov","kQNemCppNCoG7zJZm","kRnFxzX87SfgFTtTW","kXouACe6R79igZzDW","m5pKBKAm7td4DyvTy","m9cJbJjTdBwLm5iCE","mMohMg4tzYFMboxdY","mPpcAqrDofYN85aqq","mQZeP7xt4Te76Yq6J","mZNW5LKYP9PjJ46G2","moqxhjWfeGEDBHBXE","mpj5CxSB2SDd2tvxX","msxRxFEF6AiZwcdvJ","nJaT9awW6dFmHivhd","nQnGgbtyaLpYTnwzt","nR67ASkQdAmK2YGMX","nRZMChgtRyrNfGSs5","nioQTLrYZEvat6LTb","nkzCKrBrNZrocnP5G","nmD7mGndZWq8gJ4hG","nsSr5PKsbkTo69XNw","nurPhKYHnTdCjGaxF","nvXwkEpFt5bDxj5sT","nyX5Ffng9Eo7wvWR7","oDCB7iJq6Ywr33665","oHbzy58swkPf3hTQW","oHxib75jbypShqnef","oKKkLWbHdtmvtYT2X","oTSWtzSv2q6bnEMPm","oW8CpcBHueS9Li69Z","oWcm7foDwQPjBHPDR","oXNLuSpmpkeTTPRya","oXpTvzqFFfBiwrZsg","ocjBJ9YBS9DiDv6v6","oe2FTdtqDnKk4ZsBK","ofifENyd4GYBzedtq","osE2g6SSi3ecdGyFe","p7LvggvH5uKq5oFh8","pCoDmrArazCpvPbzz","pDMC9AgZzrQa2ypYf","pH8QqwuuZnQixYda6","pQNfRgPbFW8xkwLei","pSTXsd3MWfbFTCqw7","ppf992YzN5yBH5LYo","puGWB2m3DwxaCMraM","puNEYpQajsXq8cqJR","pxqBGLx3wfzAjeZ8g","pyEoNPmxrP3jdj4XW","qDAcyGcghEaBLML7w","qKDKgymsWzdd9PHnk","qN8Xkdvk4hwziHmdH","qReS528rEZmNP28MS","qSuj9Q4otchyaPFFZ","qXHHApkvd4DGYPvzP","qf9Bn658LfsSZecyy","qmKsu5jqLYbvkA3eK","qnTX5Zb2n75wB29P6","qsjg5q5bKLgMu9xYg","quPjq2NTtkPpJ9o37","r5oaWm5WP44MxRk3Q","rEr4ppb8o3KS9fAkj","rMqLPF4YLDrTQja6j","rPMJ2pAdsvbyWbDpZ","rRya3Kw9Nmpe86Kk2","rTFWnC9FZwuFCg9uA","rifkKCcvRnDbn9Mfi","rmTjRcXiM6uzxsAcP","rv6xCo9BE9RK55Ra3","rvWvvRgqiRLHYrX3J","ry2QY3Nyq29Zw8YFJ","s4wiehZt2tNHFHevy","s8hzKk5j4r2cf6Ncj","sJkNjHgcoBqH3JJrz","sWan57mnDFe9Dxz8F","sb478JhfrFP7yLp95","sca7wy6DsrffsvpsA","sfcjBAsf6KnTeeGWj","ssCci2ELZi7qTnaAy","t3xX3kw3kjnxnb2tx","t8LsxEpRX7PwJabj6","tDLmyaAW2Lby2dsfN","tFpzALP4mhNyNADud","tbkdAHKr5HAWtJExa","topE2uNgMjkJq4Buk","uHuJXeAWD5QGoGQAG","uKwTRhM3TAh22B7zg","uTMJrmzdhwShrGzzr","uTwvfrs28Lsdn3Hem","uqwvAwGrTSZPSSoRA","urN7sHQGjafquF9ek","uzaZr3KR2LCoXqyLD","v3T3PdddrWysNsHHu","vEFCu9Eg3CBg85Jag","vGMDEDaNujqRAv3dP","vHothabkywy74uDrG","vHtbYs7JJm3YPfrev","vTpcGX3duk7hyj5zA","vrHaNYMSqfFysQ2LA","w28vfY8czjBLWnA6Z","w2ANQrZCqS8n8iMmy","w3pWWDnnXCrHTnYQq","w9XmLxive8fbaQtGK","wJT6b3eQeKtyf9vDZ","wLncGtucMZo7L3WgF","wWqR45bGZRSA5JaYF","wWvge6Dw6J76RCuP2","wX9X5gsLBphTAgugh","wYTstsBxv9HKkdWJs","wi4Y6KcrhsL9zPBSe","wkScSuA8h9tGeJiBg","x3fMave5ypi7YgseA","xKrFngXKNctB6WfLf","xjgMQSySk9X7bHiGr","xtB4Ja5sNy9DAjdBb","xx6jnaWaew7LEsXFa","xzX8iMDDEzHSpx5kE","y7eLQPJevhchxsAFd","y93Az6bFGwW5ejDyz","y9vCzBu7eTXjRfPmi","yC6tnjdTdiqBoepzw","yHnApkyZzWwTqZKBW","yRPW6KAaq9aYPchPu","yc3yQmTwEGC9XYkym","yc5dKWi4vqS77AYSX","yq24tDynWWDtXhgjo","yya2aTZpMfSZQ87zw","z3jZfMEGZf3vF34Fc","zB8RxL9bHKBjK7pnp","zEvm3Y7kvMPtMPPkL","zKdwje39EtN9QRzTL","zNj79xiHtnCLdKnf4","zT8uhZgqo7XrNGJkc","zapEtsshXpdGH5BLY","znJGnvhxRwbwZ2GyX","zokMXWxKgSEwh3hny"],"dataSources":["uEZtGW2mxtw3RR7dr","HijBsKEmKscpazxkC","SXQF99HHLGu6Erk4x","Y899kwQvGmBSb95A5","Kaxc8NzL4ewwFgMrA","G4qDuCJbtuBnjkFAW","5t6b8scZXg6RG4jPR","RXdTNm4remiboMTxT","5bQTjSTsaiufgPQhe","pfh3DfmWDzgTmM8Eb","Fkyj2w4eRjTqKyKbP","Dao3pBEzwezfvA6FN","GTXhqMhWGnbYWM3cx"]}