Emerging Themes in Epidemiology最新文献

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Mitigation of biases in estimating hazard ratios under non-sensitive and non-specific observation of outcomes-applications to influenza vaccine effectiveness. 在非敏感和非特异性结果观察下估计风险比偏差的缓解——流感疫苗有效性的应用
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2021-01-14 DOI: 10.1186/s12982-020-00091-z
Ulrike Baum, Sangita Kulathinal, Kari Auranen
{"title":"Mitigation of biases in estimating hazard ratios under non-sensitive and non-specific observation of outcomes-applications to influenza vaccine effectiveness.","authors":"Ulrike Baum,&nbsp;Sangita Kulathinal,&nbsp;Kari Auranen","doi":"10.1186/s12982-020-00091-z","DOIUrl":"https://doi.org/10.1186/s12982-020-00091-z","url":null,"abstract":"<p><strong>Background: </strong>Non-sensitive and non-specific observation of outcomes in time-to-event data affects event counts as well as the risk sets, thus, biasing the estimation of hazard ratios. We investigate how imperfect observation of incident events affects the estimation of vaccine effectiveness based on hazard ratios.</p><p><strong>Methods: </strong>Imperfect time-to-event data contain two classes of events: a portion of the true events of interest; and false-positive events mistakenly recorded as events of interest. We develop an estimation method utilising a weighted partial likelihood and probabilistic deletion of false-positive events and assuming the sensitivity and the false-positive rate are known. The performance of the method is evaluated using simulated and Finnish register data.</p><p><strong>Results: </strong>The novel method enables unbiased semiparametric estimation of hazard ratios from imperfect time-to-event data. False-positive rates that are small can be approximated to be zero without inducing bias. The method is robust to misspecification of the sensitivity as long as the ratio of the sensitivity in the vaccinated and the unvaccinated is specified correctly and the cumulative risk of the true event is small.</p><p><strong>Conclusions: </strong>The weighted partial likelihood can be used to adjust for outcome measurement errors in the estimation of hazard ratios and effectiveness but requires specifying the sensitivity and the false-positive rate. In absence of exact information about these parameters, the method works as a tool for assessing the potential magnitude of bias given a range of likely parameter values.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2021-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-020-00091-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38819761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Comparing methods of performing geographically targeted rural health surveillance. 比较以地理位置为目标的农村健康监测方法。
IF 3.6
Emerging Themes in Epidemiology Pub Date : 2020-11-23 DOI: 10.1186/s12982-020-00090-0
David C Lee, Nancy A McGraw, Kelly M Doran, Amanda K Mengotto, Sara L Wiener, Andrew J Vinson, Lorna E Thorpe
{"title":"Comparing methods of performing geographically targeted rural health surveillance.","authors":"David C Lee, Nancy A McGraw, Kelly M Doran, Amanda K Mengotto, Sara L Wiener, Andrew J Vinson, Lorna E Thorpe","doi":"10.1186/s12982-020-00090-0","DOIUrl":"10.1186/s12982-020-00090-0","url":null,"abstract":"<p><strong>Background: </strong>Worsening socioeconomic conditions in rural America have been fueling increases in chronic disease and poor health. The goal of this study was to identify cost-effective methods of deploying geographically targeted health surveys in rural areas, which often have limited resources. These health surveys were administered in New York's rural Sullivan County, which has some of the poorest health outcomes in the entire state.</p><p><strong>Methods: </strong>Comparisons were made for response rates, estimated costs, respondent demographics, and prevalence estimates of a brief health survey delivered by mail and phone using address-based sampling, and in-person using convenience sampling at a sub-county level in New York's rural Sullivan County during 2017.</p><p><strong>Results: </strong>Overall response rates were 27.0% by mail, 8.2% by phone, and 71.4% for convenience in-person surveys. Costs to perform phone surveys were substantially higher than mailed or convenience in-person surveys. All modalities had lower proportions of Hispanic respondents compared to Census estimates. Unadjusted and age-adjusted prevalence estimates were similar between mailed and in-person surveys, but not for phone surveys.</p><p><strong>Conclusions: </strong>These findings are consistent with declining response rates of phone surveys, which obtained an inadequate sample of rural residents. Though in-person surveys had higher response rates, convenience sampling failed to obtain a geographically distributed sample of rural residents. Of modalities tested, mailed surveys provided the best opportunity to perform geographically targeted rural health surveillance.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2020-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686693/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38691221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Latent class instrumental variables and the monotonicity assumption. 潜在类工具变量和单调性假设。
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2020-03-19 eCollection Date: 2020-01-01 DOI: 10.1186/s12982-020-00088-8
Stuart G Baker
{"title":"Latent class instrumental variables and the monotonicity assumption.","authors":"Stuart G Baker","doi":"10.1186/s12982-020-00088-8","DOIUrl":"https://doi.org/10.1186/s12982-020-00088-8","url":null,"abstract":"<p><p>A key aspect of the article by Lousdal on instrumental variables was a discussion of the monotonicity assumption. However, there was no mention of the history of the development of this assumption. The purpose of this letter is to note that Baker and Lindeman and Imbens and Angrist independently introduced the monotonicity assumption into the analysis of instrumental variables. The letter also places the monotonicity assumption in the context of the method of latent class instrumental variables.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2020-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-020-00088-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37766902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Response to: Simpson's Paradox is suppression, but Lord's Paradox is neither: clarification of and correction to Tu, Gunnell, and Gilthorpe (2008) by Nickerson CA & Brown NJL (https://doi.org/10.1186/1742-7622-5-2). 回应:Simpson's Paradox is suppression, but Lord's Paradox is neither: clarification of and correction to Tu, Gunnell, and Gilthorpe (2008) by Nickerson CA & Brown NJL (https://doi.org/10.1186/1742-7622-5-2).
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2020-03-11 eCollection Date: 2020-01-01 DOI: 10.1186/s12982-020-00089-7
Mark S Gilthorpe, Yu-Kang Tu
{"title":"Response to: Simpson's Paradox is suppression, but Lord's Paradox is neither: clarification of and correction to Tu, Gunnell, and Gilthorpe (2008) by Nickerson CA & Brown NJL (https://doi.org/10.1186/1742-7622-5-2).","authors":"Mark S Gilthorpe, Yu-Kang Tu","doi":"10.1186/s12982-020-00089-7","DOIUrl":"10.1186/s12982-020-00089-7","url":null,"abstract":"<p><p>We commend Nickerson and Brown on their insightful exposition of the mathematical algebra behind Simpson's paradox, suppression and Lord's paradox; we also acknowledge there can be differences in how Lord's paradox is approached analytically, compared to Simpson's paradox and suppression, though not in every example of Lord's paradox. Furthermore, Simpson's paradox, suppression and Lord's paradox ask the same <i>contextual</i> questions, seeking to understand if statistical adjustment is valid and meaningful, identifying which analytical option is correct. In our exposition of this, we focus on the perspective of context, which must invoke causal thinking. From a causal thinking perspective, Simpson's paradox, suppression and Lord's paradox present very similar analytical challenges.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2020-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7066787/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37752984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simpson’s Paradox is suppression, but Lord’s Paradox is neither: clarification of and correction to Tu, Gunnell, and Gilthorpe (2008) Simpson的悖论是压制,但Lord的悖论两者都不是:对Tu、Gunnell和Gilthorpe(2008)的澄清和修正
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2019-11-27 DOI: 10.1186/s12982-019-0087-0
C. Nickerson, Nicholas J. L. Brown
{"title":"Simpson’s Paradox is suppression, but Lord’s Paradox is neither: clarification of and correction to Tu, Gunnell, and Gilthorpe (2008)","authors":"C. Nickerson, Nicholas J. L. Brown","doi":"10.1186/s12982-019-0087-0","DOIUrl":"https://doi.org/10.1186/s12982-019-0087-0","url":null,"abstract":"","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2019-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-019-0087-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43955924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Prediction or interpretability? 预测性还是可解释性?
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2019-07-10 DOI: 10.1186/s12982-019-0086-1
S. Nembrini
{"title":"Prediction or interpretability?","authors":"S. Nembrini","doi":"10.1186/s12982-019-0086-1","DOIUrl":"https://doi.org/10.1186/s12982-019-0086-1","url":null,"abstract":"","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2019-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-019-0086-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42540455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Health monitoring among asylum seekers and refugees: a state-wide, cross-sectional, population-based study in Germany. 寻求庇护者和难民的健康监测:德国一项全州、横断面、基于人群的研究。
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2019-07-07 eCollection Date: 2019-01-01 DOI: 10.1186/s12982-019-0085-2
Louise Biddle, Natalja Menold, Martina Bentner, Stefan Nöst, Rosa Jahn, Sandra Ziegler, Kayvan Bozorgmehr
{"title":"Health monitoring among asylum seekers and refugees: a state-wide, cross-sectional, population-based study in Germany.","authors":"Louise Biddle,&nbsp;Natalja Menold,&nbsp;Martina Bentner,&nbsp;Stefan Nöst,&nbsp;Rosa Jahn,&nbsp;Sandra Ziegler,&nbsp;Kayvan Bozorgmehr","doi":"10.1186/s12982-019-0085-2","DOIUrl":"https://doi.org/10.1186/s12982-019-0085-2","url":null,"abstract":"<p><strong>Background: </strong>Health monitoring in Germany falls short on generating timely, reliable and representative data among migrants, especially transient and marginalized groups such as asylum seekers and refugees (ASR). We aim to advance current health monitoring approaches and obtain reliable estimates on health status and access to essential healthcare services among ASR in Germany's third largest federal state, Baden-Württemberg.</p><p><strong>Methods: </strong>We conducted a state-wide, cross-sectional, population-based health monitoring survey in nine languages among ASR and their children in collective accommodation centres in 44 districts. Questionnaire items capturing health status, access to care, and sociodemographic variables were taken from established surveys and translated using a team approach. Random sampling on the level of 1938 accommodation centres with 70,634 ASR was employed to draw a balanced sample of 65 centres with a net sample of 1% of the state's ASR population. Multilingual field teams recruited eligible participants using a \"door-to-door\" approach. Parents completed an additional questionnaire on behalf of their children.</p><p><strong>Results: </strong>The final sample comprised 58 centres with 1843 ASR. Of the total sample expected eligible (N = 987), 41.7% (n = 412) participated in the survey. Overall, 157 households had children and received a children's questionnaire; 61% (n = 95) of these were returned. Age, sex, and nationality of the included sample were comparable to the total population of asylum applicants in Germany. Adults reported longstanding limitations (16%), bad/very bad general health (19%), pain (25%), chronic illness (40%), depression (46%), and anxiety (45%). 52% utilised primary and 37% specialist care services in the previous 12 months, while reporting unmet needs for primary (31%) and specialist care (32%). Younger and male participants had above-average health status and below-average utilisation compared to older and female ASR.</p><p><strong>Conclusions: </strong>Our health monitoring survey yielded reliable estimates on health status and health care access among ASR, revealing relevant morbidities and patterns of care. Applying rigorous epidemiological methods in linguistically diverse, transient and marginalized populations is challenging, but feasible. Integration of this approach into state- and nation-wide health monitoring strategies is needed in order to sustain this approach as a health planning tool.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2019-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-019-0085-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41215405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 51
(Re-) conceptualising vulnerability as a part of risk in global health emergency response: updating the pressure and release model for global health emergencies. (重新)将脆弱性概念化为全球突发卫生事件应对风险的一部分:更新全球突发卫生事件的压力与释放模型。
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2019-04-08 eCollection Date: 2019-01-01 DOI: 10.1186/s12982-019-0084-3
Charlotte Christiane Hammer, Julii Brainard, Alexandria Innes, Paul R Hunter
{"title":"(Re-) conceptualising vulnerability as a part of risk in global health emergency response: updating the pressure and release model for global health emergencies.","authors":"Charlotte Christiane Hammer,&nbsp;Julii Brainard,&nbsp;Alexandria Innes,&nbsp;Paul R Hunter","doi":"10.1186/s12982-019-0084-3","DOIUrl":"https://doi.org/10.1186/s12982-019-0084-3","url":null,"abstract":"<p><p>Vulnerability has become a key concept in emergency response research and is being critically discussed across several disciplines. While the concept has been adopted into global health, its conceptualisation and especially its role in the conceptualisation of risk and therefore in risk assessments is still lacking. This paper uses the risk concept pioneered in hazard research that assumes that risk is a function of the interaction between hazard and vulnerability rather than the neo-liberal conceptualisation of vulnerability and vulnerable groups and communities. By seeking to modify the original pressure and release model, the paper unpacks the representation or lack of representation of vulnerability in risk assessments in global health emergency response and discusses what benefits can be gained from making the underlying assumptions about vulnerability, which are present whether vulnerability is sufficiently conceptualised and consciously included or not, explicit. The paper argues that discussions about risk in global health emergencies should be better grounded in a theoretical understanding of the concept of vulnerability and that this theoretical understanding needs to inform risk assessments which implicitly used the concept of vulnerability. By using the hazard research approach to vulnerability, it offers an alternative narrative with new perspectives on the value and limits of vulnerability as a concept and a tool.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2019-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-019-0084-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37173723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
On the collapsibility of measures of effect in the counterfactual causal framework. 论反事实因果框架中效果测度的可折叠性。
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2019-01-07 eCollection Date: 2019-01-01 DOI: 10.1186/s12982-018-0083-9
Anders Huitfeldt, Mats J Stensrud, Etsuji Suzuki
{"title":"On the collapsibility of measures of effect in the counterfactual causal framework.","authors":"Anders Huitfeldt,&nbsp;Mats J Stensrud,&nbsp;Etsuji Suzuki","doi":"10.1186/s12982-018-0083-9","DOIUrl":"https://doi.org/10.1186/s12982-018-0083-9","url":null,"abstract":"<p><p>The relationship between collapsibility and confounding has been subject to an extensive and ongoing discussion in the methodological literature. We discuss two subtly different definitions of collapsibility, and show that by considering causal effect measures based on counterfactual variables (rather than measures of association based on observed variables) it is possible to separate out the component of non-collapsibility which is due to the mathematical properties of the effect measure, from the components that are due to structural bias such as confounding. We provide new weights such that the causal risk ratio is collapsible over arbitrary baseline covariates. In the absence of confounding, these weights may be used for standardization of the risk ratio.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2019-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-018-0083-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36839871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 35
Assessment of demographic and perinatal predictors of non-response and impact of non-response on measures of association in a population-based case control study: findings from the Georgia Study to Explore Early Development. 在一项基于人群的病例对照研究中,评估无反应的人口统计学和围产期预测因素以及无反应对关联措施的影响:来自格鲁吉亚早期发育研究的发现。
IF 2.3
Emerging Themes in Epidemiology Pub Date : 2018-08-16 eCollection Date: 2018-01-01 DOI: 10.1186/s12982-018-0081-y
Laura A Schieve, Shericka Harris, Matthew J Maenner, Aimee Alexander, Nicole F Dowling
{"title":"Assessment of demographic and perinatal predictors of non-response and impact of non-response on measures of association in a population-based case control study: findings from the Georgia Study to Explore Early Development.","authors":"Laura A Schieve,&nbsp;Shericka Harris,&nbsp;Matthew J Maenner,&nbsp;Aimee Alexander,&nbsp;Nicole F Dowling","doi":"10.1186/s12982-018-0081-y","DOIUrl":"https://doi.org/10.1186/s12982-018-0081-y","url":null,"abstract":"<p><strong>Background: </strong>Participation in epidemiologic studies has declined, raising concerns about selection bias. While estimates derived from epidemiologic studies have been shown to be robust under a wide range of scenarios, additional empiric study is needed. The Georgia Study to Explore Early Development (GA SEED), a population-based case-control study of risk factors for autism spectrum disorder (ASD), provided an opportunity to explore factors associated with non-participation and potential impacts of non-participation on association studies.</p><p><strong>Methods: </strong>GA SEED recruited preschool-aged children residing in metropolitan-Atlanta during 2007-2012. Children with ASD were identified from multiple schools and healthcare providers serving children with disabilities; children from the general population (POP) were randomly sampled from birth records. Recruitment was via mailed invitation letter with follow-up phone calls. Eligibility criteria included birth and current residence in study area and an English-speaking caregiver. Many children identified for potential inclusion could not be contacted. We used data from birth certificates to examine demographic and perinatal factors associated with participation in GA SEED and completion of the data collection protocol. We also compared ASD-risk factor associations for the final sample of children who completed the study with the initial sample of all likely ASD and POP children invited to potentially participate in the study, had they been eligible. Finally, we derived post-stratification sampling weights for participants who completed the study and compared weighted and unweighted associations between ASD and two factors collected via post-enrollment maternal interview: infertility and reproductive stoppage.</p><p><strong>Results: </strong>Maternal age and education were independently associated with participation in the POP group. Maternal education was independently associated with participation in the ASD group. Numerous other demographic and perinatal factors were not associated with participation. Moreover, unadjusted and adjusted odds ratios for associations between ASD and several demographic and perinatal factors were similar between the final sample of study completers and the total invited sample. Odds ratios for associations between ASD and infertility and reproductive stoppage were also similar in unweighted and weighted analyses of the study completion sample.</p><p><strong>Conclusions: </strong>These findings suggest that effect estimates from SEED risk factor analyses, particularly those of non-demographic factors, are likely robust.</p>","PeriodicalId":39896,"journal":{"name":"Emerging Themes in Epidemiology","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2018-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12982-018-0081-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36429611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
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