scholarly journals PUblications Metadata Augmentation (PUMA) pipeline

F1000Research ◽  
2021 ◽  
Vol 9 ◽  
pp. 1095
Author(s):  
Oliver W. Butters ◽  
Rebecca C. Wilson ◽  
Hugh Garner ◽  
Thomas W. Y. Burton

Cohort studies collect, generate and distribute data over long periods of time – often over the lifecourse of their participants. It is common for these studies to host a list of publications (which can number many thousands) on their website to demonstrate the impact of the study and facilitate the search of existing research to which the study data has contributed. The ability to search and explore these publication lists varies greatly between studies. We believe a lack of rich search and exploration functionality of study publications is a barrier to entry for new or prospective users of a study’s data, since it may be difficult to find and evaluate previous work in a given area. These lists of publications are also typically manually curated, resulting in a lack of rich metadata to analyse, making bibliometric analysis difficult. We present here a software pipeline that aggregates metadata from a variety of third-party providers to power a web based search and exploration tool for lists of publications. Alongside core publication metadata (i.e. author lists, keywords etc.), we include geocoding of first authors and citation counts in our pipeline. This allows a characterisation of a study as a whole based on common locations of authors, frequency of keywords, citation profile etc. This enriched publications metadata can be useful for generating study impact metrics and web-based graphics for public dissemination. In addition, the pipeline produces a research data set for bibliometric analysis or social studies of science. We use a previously published list of publications from a cohort study as an exemplar input data set to show the output and utility of the pipeline here.

F1000Research ◽  
2020 ◽  
Vol 9 ◽  
pp. 1095
Author(s):  
Oliver W. Butters ◽  
Rebecca C. Wilson ◽  
Hugh Garner ◽  
Thomas W. Y. Burton

Cohort studies collect, generate and distribute data over long periods of time – often over the lifecourse of their participants. It is common for these studies to host a list of publications (which can number many thousands) on their website to demonstrate the impact of the study and facilitate the search of existing research to which the study data has contributed. The ability to search and explore these publication lists varies greatly between studies. We believe a lack of rich search and exploration functionality is a barrier to entry for new or prospective users of a study’s data, since it may be difficult to find and evaluate previous work in a given area. These lists of publications are also typically manually curated, resulting in a lack of rich metadata to analyse, making bibliometric analysis difficult. We present here a software pipeline that aggregates metadata from a variety of third-party providers to power a web based search and exploration tool for lists of publications. Alongside core publication metadata (i.e. author lists, keywords etc.), we include geocoding of first authors and citations in our pipeline. This allows a characterisation of a study as a whole based on common locations of authors, frequency of keywords, citation profile etc. This enriched publications metadata can be useful for generating project impact metrics and web-based graphics useful for public dissemination. In addition, the pipeline produces a research data set for bibliometric analysis or social studies of science.


Author(s):  
İsmail Canöz

This study examines the effect of US monetary growth on Bitcoin trading volume. To achieve this purpose, firstly, the symmetric causality test is used. Following this test, another symmetric causality test is used to reveal a time-varying causal effect between variables. The data set covers the period from July 2010 to July 2019. The results of the first symmetric causality test, which considers the time interval of the study data as a whole, show that there is no causal relationship between variables. According to the results of the second causality test, these support the previous results substantially. However, an interesting detail is the causal relationship between variables for the period between April 2019 and July 2019. The reason for this relationship could be that investors who are indecisive during the current economic uncertainty add Bitcoin to their portfolios in response to the Federal Reserve's decisions.


2017 ◽  
Vol 44 (7) ◽  
pp. 927-945 ◽  
Author(s):  
Richard Stansfield

Religion is important in the lives of many ex-offenders. This study uses data from the Pathways to Desistance Study data set to examine the impact of religiosity on criminal desistance and drug use among delinquent White, Black, and Hispanic youth. Results from mixed-effects longitudinal analyses revealed that religiosity was a significant predictor of lower criminal offending and substance use for White youth postconviction, controlling for changes in employment, social support, and delinquent peer association. Although religiosity was associated with lower substance use among Black youth, it was not associated with lower criminal offending among Black or Hispanic youth. We discuss the implications of our findings for research and policy, particularly the need for resources.


2014 ◽  
Vol 9 (2) ◽  
pp. 193-230 ◽  
Author(s):  
Matthew G. Springer ◽  
Dale Ballou ◽  
Art (Xiao) Peng

This article presents findings from the first independent, third-party appraisal of the impact of the Teacher Advancement Program (TAP) on student test score gains in mathematics. TAP is a comprehensive school reform model designed to attract highly effective teachers, improve instructional effectiveness, and elevate student achievement. We use a panel data set to estimate a TAP treatment effect by comparing student test score gains in mathematics in schools that participated in TAP with student test score gains in non-TAP schools. Ordinary least squares estimation reveals a positive TAP treatment effect on student test score gains in the elementary grades, with weaker but still positive point estimates in the secondary grades. When estimation methods control for selection bias, the positive effect remains at the elementary level, but most estimates for grades 6 through 10 turn negative. Our findings are qualified by the lack of information on the fidelity of implementation across TAP schools and on variation in features of TAP programs at the school level.


2018 ◽  
Author(s):  
Andrea Cross ◽  
Peter Rosenbaum ◽  
Danijela Grahovac ◽  
Julie Brocklehurst ◽  
Diane Kay ◽  
...  

BACKGROUND The “F-words in Childhood Disability” (Function, Family, Fitness, Fun, Friends, and Future) are an adaptation and an attempt to operationalize the World Health Organization’s (2001) International Classification of Functioning, Disability and Health (ICF) framework. Since the paper was published (November 2011), the “F-words” have attracted global attention (>12,000 downloads, January 2018). Internationally, people have adopted the “F-words” ideas, and many families and service providers have expressed a need for more information, tools, and resources on the “F-words”. OBJECTIVE This paper reports on the development and pilot evaluation of a Web-based knowledge translation (KT) resource, the “F-words” Knowledge Hub that was created to inform people about the “F-words” and to provide action-oriented tools to support the use of the “F-words” in practice. METHODS An integrated research team of families and researchers at CanChild Centre for Childhood Disability Research collaborated to develop, implement, and evaluate the Knowledge Hub. A pilot study design was chosen to assess the usability and utility of the Web-based hub before implementing a larger evaluation study. Data were collected using a brief anonymous Web-based survey that included both closed-ended and open-ended questions, with the closed-ended responses being based on a five-point Likert-type scale. We used descriptive statistics and a summary of key themes to report findings. RESULTS From August to November 2017, the Knowledge Hub received >6,800 unique visitors. In 1 month (November 2017), 87 people completed the survey, of whom 63 completed the full survey and 24 completed 1 or 2 sections. The respondents included 42 clinicians and 30 family members or individuals with a disability. The majority of people visited the Knowledge Hub 1-5 times (n=63) and spent up to 45 minutes exploring (n=61) before providing feedback. Overall, 66 people provided information on the perceived usefulness of the Knowledge Hub, of which 92% (61/66) found the Knowledge Hub user-friendly and stated that they enjoyed exploring the hub, and a majority (n=52) reported that the Knowledge Hub would influence what they did when working with others. From the open-ended responses (n=48), the “F-words” videos (n=21) and the “F-words” tools (n=15) were rated as the best features on the Knowledge Hub. CONCLUSIONS The “F-words” Knowledge Hub is an evidence-informed Web-based KT resource that was useful for respondents, most of whom were seen as “early adopters” of the “F-words” concepts. Based on the findings, minor changes are to be made to improve the Knowledge Hub before completing a larger evaluation study on the impact at the family, clinician, and organizational levels with a wider group of users. Our hope is that the “F-words” Knowledge Hub will become a go-to resource for knowledge sharing and exchange for families and service providers.


2012 ◽  
Vol 7 (1) ◽  
pp. 53 ◽  
Author(s):  
Michael Stephens ◽  
Warren Cheetham

Abstract Objective – With adoption of the program world-wide, the Learning 2.0 model has been lauded by library professionals as a mechanism to educate library staff and transform libraries. This study, part of the 2009 CAVAL Visiting Scholar project, seeks to measure the impact and legacy of the model within Australian public libraries to understand what benefits, changes and effects occur. Methods – A national Web-based survey for those who had participated in a learning 2.0 program. Results – The national survey had 384 respondents, and a total of 64 respondents were identified as the public library staff data set for this article. Public library staff reported success in the program and described feelings of increased confidence, inclusivity, and a move to use emerging technologies as part of library service. Conclusion – The analysis yields the following thematic areas of impact and effect: personal practice is enhanced with knowledge and confidence; impact is mainly personal, but organisational changes may follow; the library is using the tools to varying degrees of success, and organizational blocks prevent use of tools. These finding offer evidence that Learning 2.0 programs can have a positive effect on library staff and subsequently on the organization itself.


Author(s):  
NUJUD ISMAIL ALANAZI, MOHD AZIDAN ABDUL JABAR, ABDURRAUF HAS

  Arabic language is exposed to many negative linguistic manifestations, such as the phenomenon of widespread grammatical error in social media. The aim of the current study is to monitor grammatical errorin in social media and to identify factors affecting mistakes for (prepositions, conjunctions). The study also seeks to investigate the impact of grammatical variation on the understanding and to detect the effect of grammatical erroron Level. In order to verify the validity of the hypotheses and to answer all the questions, the researcher used the statistical analytical descriptive method in order to obtain the study data. invention “Application third party” by the researcher to correct mistakes among people in social media. The study sample consist of only 200 sentences from (2016 to 2018). with many Arab political and social events occurring in this period, so the social media has become an important and influential medium in the Arab world. The main of results of research was descriptive and statistical results: The Mistake was just in conjunctions, prepositions; because the people used it misplaced. The mistake in the prepositions were %82, while the mistake in the conjunctions just %17.    


Author(s):  
Anchal Garg ◽  
Madhulika Bhatia ◽  
Madhurima Hooda

Introduction: The incremental swift pervasiveness and the associated health consequences, obesity is perceived as one of the most genuine health problems of the early 21st century. The predominance of obese and flabbiness expanded considerably over current decades. The reasons for stoutness are dramatic and multifactorial. Research on childhood obesity has shown the role of race, ethnicity, and social factors, for example, family income, family structure, and community protection. Aim: To devise an expert system that will provide timely educational resources to the children, parents and schools to educate about the impact of junk food, low physical activity and poor lifestyle, as well as effect of excessive weight on overall health of a person in the form of short videos. Materials and Methods: To create an expert system data will be collected, preprocessed and analysed statistically. Sample schools from urban and semi-urban regions would be identified for the study. Data from various sources will be integrated for better data analysis and a questionnaire will be structured to assess subject readiness. After assessing web-based and mobile-based expert system will be developed for counseling and bringing awareness on behaviour and lifestyle of the participant. Conclusion: The diet of kids is a serious concern now-a-days. The obesity leads to health concerns especially among even in the younger generations aging 5-12 years. There is an urgent need of system that can automatically track obese stages and recommend appropriate diet.


2020 ◽  
pp. 345-349 ◽  
Author(s):  
Alexandra S. Rashedi ◽  
Saskia F. de Roo ◽  
Lauren M. Ataman ◽  
Maxwell E. Edmonds ◽  
Adelino Amaral Silva ◽  
...  

Purpose In the accompanying article, “Survey of Fertility Preservation Options Available to Patients With Cancer Around the Globe,” we showed that specific fertility preservation services may not be offered at various sites around the world because of cultural and legal barriers. We assessed global and regional experiences as well as the legal status of third-party reproduction and adoption to serve as a comprehensive international data set and resource for groups that wish to begin oncofertility interventions. Methods We provide data on the legalities of third-party assisted reproductive technologies and other family-building options in the 28 oncofertility-practicing countries surveyed. Results We found regional and country differences that will be important in the development of tailored resources for physicians and for patient brochures that are sensitive to these local restrictions and cultural norms. Conclusion Because many patients first consult Web-based materials, the formal assessment of the availability of these options provides members of the global oncofertility community with data to which they might otherwise not have ready access to better serve their patients.


2014 ◽  
Vol 74 (3) ◽  
pp. 290-310 ◽  
Author(s):  
Million Tadesse

Purpose – The purpose of this paper is to investigate the impact of access to credit and safety nets on fertilizer adoption in rural Ethiopia. Design/methodology/approach – A panel data set collected in 2005 and 2007 on 278 households and over 5,700 plots from the Southern Highlands of Ethiopia is examined. The authors developed a theoretical model relating input use and credit contract under third-party credit collateral agreement. The estimation is based on instrumental variables regressions to account for the endogeneity of credit access, and safety nets in fertilizer demand equation. Findings – Despite increasing trends in fertilizer and improved varieties adoption since mid-2003, only 22 percent of the plots in the sample is actually received fertilizer. Households with more assets measured by livestock wealth are more likely to adopt fertilizer but less likely to participate in the local credit market as they have better savings that could be used to buy fertilizer/improved seeds without credit contract. This suggests poorer farmers heavily depend on credit than wealthier. Participation in safety nets programs did not contribute for increased use of fertilizer suggesting that the program either competes with agricultural labor or the low wage income was not enough to pay for farm inputs. Practical implications – The findings show that with a heavier reliance on credit by poorer farmers it appears that much might be gained by targeting policies toward increasing credit access to this group. Originality/value – Studies that utilize repeated plot- and household-level observations are limited. To the knowledge, this is the first study showing the relationship between credit accesses, public work program and fertilizer adoption over time in rural Ethiopia.


Sign in / Sign up

Export Citation Format

Share Document