scholarly journals Making Research Data Accessible

2021 ◽  
Author(s):  
Diana Kapiszewski ◽  
Sebastian Karcher
Keyword(s):  
Data Sharing ◽  
Research Method ◽  
Secondary Analysis ◽  
Research Data ◽  
Data Generation ◽  
Shared Data

This chapter argues that the benefits of data sharing will accrue more quickly, and will be more significant and more enduring, if researchers make their data “meaningfully accessible.” Data are meaningfully accessible when they can be interpreted and analyzed by scholars far beyond those who generated them. Making data meaningfully accessible requires that scholars take the appropriate steps to prepare their data for sharing, and avail themselves of the increasingly sophisticated infrastructure for publishing and preserving research data. The better other researchers can understand shared data and the more researchers who can access them, the more those data will be re-used for secondary analysis, producing knowledge. Likewise, the richer an understanding an instructor and her students can gain of the shared data being used to teach and learn a particular research method, the more useful those data are for that pedagogical purpose. And the more a scholar who is evaluating the work of another can learn about the evidence that underpins its claims and conclusions, the better their ability to identify problems and biases in data generation and analysis, and the better informed and thus stronger an endorsement of the work they can offer.

scholarly journals Surveying the landscape of CIHR-funded research data sharing practices: An analysis of the published literature

2021 ◽  
Author(s):  
Kevin B Read ◽  
Heather Ganshorn ◽  
Sarah Rutley ◽  
David R. Scott
Keyword(s):  
Best Practices ◽  
Data Sharing ◽  
Descriptive Analysis ◽  
Research Data ◽  
Data Discovery ◽  
Pubmed Central ◽  
Funded Research ◽  
Shared Data ◽  
Research Data Management ◽  
Is Value

Background:As Canada increases requirements for research data management (RDM) and sharing, there is value in identifying how research data are shared, and what has been done to make them findable and reusable. This study aims to understand Canada’s data sharing landscape by reviewing how Canadian Institutes of Health Research (CIHR) funded data are shared, and comparing researchers’ data sharing practices to RDM and sharing best practices. Methods:We performed a descriptive analysis of CIHR-funded publications from PubMed and PubMed Central that were published between 1946 and Dec 31, 2019 and that indicated the research data underlying the results of the publication were shared. Each publication was analyzed to identify how and where data were shared, who shared data, and what documentation was included to support data reuse.Results:Of 4,144 CIHR-funded publications, 45.2% (n=1,876) included accessible data, 21.9% (n=909) stated data were available by request, 7.3% (n=304) stated data sharing was not applicable/possible, and we found no evidence of data sharing in 37.6% (n=1,558) of publications. Frequent data sharing methods included via a repository (n=1,549, 37.3%), within supplementary files (n=1,048, 25.2%), and by request (n=919, 22.1%). 13.1% (n=554) of publications included documentation that would facilitate data reuse.Interpretation:Our findings reveal that CIHR-funded publications largely lack the metadata, access instructions, and documentation to facilitate data discovery and reuse. Without measures to address these concerns, and enhanced support for researchers seeking to implement RDM and sharing best practices, most CIHR-funded research data will remain hidden, inaccessible, and unusable.

scholarly journals SAGE: supporting secondary data analysis and expediting knowledge mobilization with linked administrative, service delivery, and research data

2018 ◽  
Vol 3 (4) ◽  
Author(s):  
Yunqi Zhang ◽  
Hannah Lloyd-Jones ◽  
Robert Jagodzinski ◽  
Poliana Barbosa ◽  
Jason Lau ◽  
...  
Keyword(s):  
Data Sharing ◽  
Administrative Data ◽  
Low Cost ◽  
Secondary Analysis ◽  
Well Being ◽  
Research Data ◽  
Data Repository ◽  
Knowledge Mobilization ◽  
Non Profit ◽  
Governance Processes

IntroductionThe cultural revolution of data sharing is becoming a global movement. It allows for scientific replication and verification of research results, avoiding research duplication, and enabling greater transparency and knowledge mobilization with a relatively low cost. However, privacy protection and data security are critical concerns for human-subject related data sharing. Objectives and ApproachIn order to facilitate data sharing and engage various stakeholders to better inform policy and practice while protecting privacy, SAGE (Secondary Analysis to Generate Evidence) was established by PolicyWise for Children and Families. It is a collaborative data repository platform that connects stakeholders through secondary use of data. SAGE was built to link, manage, and share research data, community service data, and administrative data related to health and social well-being. Governance and technical processes are in place to ensure that data depositors are involved in decision-making, and data accessed by collaborators are secured and re-identification risks assessed. ResultsSAGE has been in operation for over a year. Through engagement with the research and non-profit communities, SAGE now offers ten data assets. Discovery is facilitated through well-documented metadata through NADA and Dataverse. Six new collaborative projects have been initiated through SAGE. SAGE is working actively with local non-profits to liberate data to generate evidence and collaborate with each other on common goals. SAGE has helped these organizations understand the legal and legislative barriers to data sharing, and build the technical capacity to further this goal. Discussions are underway with Alberta public entities on how SAGE can support the linkage and governance processes in the use of administrative data. Conclusion/ImplicationsSAGE is putting the governance processes and security practices in place to fill a need for a facilitated data sharing model for sensitive data. SAGE is supporting the cultural shift towards data sharing and reuse by fostering trust and collaboration among researchers, non-profit and government ministries.

Parenting Meeting Development Module

2020 ◽  
Vol 1 (1) ◽  
pp. 1
Author(s):  
Mela Susanti ◽  
Imas Kania Rahman ◽  
Ibdalsyah Ibdalsyah
Keyword(s):  
Focus Group ◽  
Research Method ◽  
Group Discussion ◽  
Field Research ◽  
Research Data ◽  
Data Collection Tool ◽  
Ibn Sina ◽  
Activity Program ◽  
Coaching Activities ◽  
At Home

<p class="15bIsiAbstractBInggris">The purpose of this research is to find out how parents were coaching activities in Raudatul Atfal (RA). Darul Muttaqien and RA. Ibn Sina. The research method used in this study is qualitative field research—data collection tool through observation, interviews and documentation. The Parenting Meeting (KPO) coaching module has been tested for validity through a Focus Group Discussion (FGD) with four experts: religious experts, linguists, psychologists and education experts. The results of this study are coaching parents in RA. Darul Muttaqien Parung has not been systematically planning on an activity program sheet. 80% of parents state that the child's development at home is the same as the school. While fostering parents in RA. Ibnu Sina Pamijahan has been going well, planned and systematic; 50% of parents statements is that the development of morals at home is not the same as the school.</p><p class="16aJudulAbstrak"><strong>Abstrak</strong></p><p>Tujuan penelitian ini adalah untuk mengetahui bagaimana orang tua pembinaan kegiatan di Raudatul Atfal (RA). Darul Muttaqien dan RA. Ibnu Sina. Metode penelitian yang digunakan dalam studi ini adalah penelitian lapangan kualitatif. Alat pengumpulan data melalui pengamatan, wawancara dan dokumentasi. The Parenting Meeting (KPO) modul pembinaan telah diuji untuk validitas melalui Focus Group diskusi (FGD) dengan 4 ahli: ahli agama, linguis, psikolog dan ahli pendidikan. Hasil penelitian ini adalah pembinaan orang tua di RA. Darul Muttaqien Parung belum direncanakan secara sistematis pada lembar program kegiatan. 80% orang tua menyatakan bahwa perkembangan anak di rumah sama dengan sekolah. Sementara, membina orang tua di RA. Ibnu Sina Pamijahan telah berjalan dengan baik, terencana dan sistematis, 50% dari pernyataan orang tua adalah bahwa perkembangan moral di rumah tidak sama dengan sekolah</p>

MENINGKATKAN KEKAYAAN MUFRODAT SISWA MELALUI METODE HYPNOTEACHING

2020 ◽  
Vol 1 (2) ◽  
pp. 129-131
Author(s):  
Almanna Wassalwa ◽  
Agung Wijaksono
Keyword(s):  
Data Analysis ◽  
Research Method ◽  
Research Data ◽  
Fifth Grade ◽  
Learning Method ◽  
Research Subjects ◽  
Analysis Techniques ◽  
Fifth Grade Students ◽  
Field Notes ◽  
Academic Year

The research objective is to increase the wealth of mufrodat through hypnoteaching methods. The research subjects were all fifth grade students of MI Miftahun Najah Banyuputih Situbondo in the 2016/2017 Academic Year. Researchers used data collection instruments in the form of observation formats, question sheets, field notes, and interview guidelines. The research method is classroom action research. Data analysis techniques are planning, acting, observing and reflecting. The results of the study are: 1) The average memorization of students' mufrodat in the pre cycle before receiving hypnoteaching learning method treatment gets an average of 65.38. The smallest value is 55 and the highest value is 80. With the Minimal Completeness Criteria reference of 70, the number of students who get a score equal to or above the Minimal Completeness Criteria is 23% while students who have not reached the Minimal Completeness Criteria is 77%. 2) The average memorization of students' mufrodat in the first cycle after applying hypnoteaching learning method got an average of 72.3. The smallest value is 55 and the highest value is 80. With the Minimal Completeness Criteria reference of 70, the number of students who score equal to or above the Minimal Completeness Criteria is 61.5% while students who have not reached the Minimal Completeness Criteria is 38.5%. 3) The average memorization of students' mufrodat in the second cycle gets an average of 90. The smallest value is 75 and the highest score is 100. With a Minimal Completeness Criteria reference of 70, the number of students who score equal to or above the Minimal Completeness Criteria is 92.3% while students who have not yet reached Minimal Completeness Criteria is 7.7%. 4) The use of hypnoteaching method can increase the wealth of mufrodat of fifth grade students of MI Miftahun Najah Banyuputih Situbondo in 2016/2017 Academic Year.

scholarly journals Getting Started Creating Data Dictionaries: How to Create a Shareable Data Set

2021 ◽  
Vol 4 (1) ◽  
pp. 251524592092800
Author(s):  
Erin M. Buchanan ◽  
Sarah E. Crain ◽  
Ari L. Cunningham ◽  
Hannah R. Johnson ◽  
Hannah Stash ◽  
...  
Keyword(s):  
Data Collection ◽  
Data Sharing ◽  
Search Engine ◽  
Web Applications ◽  
Data Sets ◽  
Data Dictionary ◽  
Data Set ◽  
Entire Process ◽  
Shared Data ◽  
Source Data

As researchers embrace open and transparent data sharing, they will need to provide information about their data that effectively helps others understand their data sets’ contents. Without proper documentation, data stored in online repositories such as OSF will often be rendered unfindable and unreadable by other researchers and indexing search engines. Data dictionaries and codebooks provide a wealth of information about variables, data collection, and other important facets of a data set. This information, called metadata, provides key insights into how the data might be further used in research and facilitates search-engine indexing to reach a broader audience of interested parties. This Tutorial first explains terminology and standards relevant to data dictionaries and codebooks. Accompanying information on OSF presents a guided workflow of the entire process from source data (e.g., survey answers on Qualtrics) to an openly shared data set accompanied by a data dictionary or codebook that follows an agreed-upon standard. Finally, we discuss freely available Web applications to assist this process of ensuring that psychology data are findable, accessible, interoperable, and reusable.

Analisis Pemeliharaan Mesin Conveyor Menggunakan Metode Preventive dan Breakdown Maintenance untuk Meminimumkan Biaya Pemeliharaan Mesin pada PT X

2021 ◽  
Vol 1 (1) ◽  
pp. 1-9
Author(s):  
Meli Amelia ◽  
Tasya Aspiranti
Keyword(s):  
Data Analysis ◽  
Preventive Maintenance ◽  
Research Method ◽  
Research Data ◽  
Maintenance Cost ◽  
Know How ◽  
Descriptive Research ◽  
Quantitative Descriptive ◽  
Engine Maintenance ◽  
Care Study

Abstract. This research aims to know how the implementation of maintenance conducted by PT X and how maintenance by PT X used the preventive and breakdown maintenance methods to minimize engine maintenance cost. The research method used in this study is care study whereas this type of research is quantitative descriptive research. Technique of collecting data in this research by obsererving, interviewing and collecting documents related to research. Data analysis used by using preventive and breakdown maintenance methods. The result of this research is PT X performs maintenance of the engine by using preventive maintenance such as routine maintenance, semi-overhaul forecast maintenance and annual maintenance and breakdown maintenance are usually performed when the machine is fully damaged or dead. PT X should implement preventive maintenance because it is more efficient at 13,2% than the company’s maintenance. Abstrak. Penelitian ini bertujuan untuk mengetahui bagaimana pelaksanaan pemeliharaan mesin yang dilakukan PT X dan bagaimana pemeliharaan mesin yang yang dilakukan PT X dengan menggunakan metode preventive dan breakdown maintenance untuk meminimumkan biaya pemeliharaan mesin. Metode penelitian yang dilakukan dalam penelitian ini studi kasus sedangkan jenis penelitian ini adalah penelitian deskriptif kuantitatif. Teknik pengumpulan data dalam penelitian ini dengan melakukan observasi, wawancara dan pengumpulan dokumen-dokumen yang berkaitan dengan penelitian. Analisis data yang digunakan dengan menggunakan metode preventive dan breakdown maintenance. Hasil dari penelitian ini adalah PT X hendaknya melakukan pemeliharaan mesin dengan menggunakan preventive maintenance seperti perawatan rutin, perawatan semi overhaul dan perawatan tahunan dan breakdown maintenance biasa dilakukan saat mesin mengalami kerusakan atau mati total. PT X hendaknya melaksanakan preventive maintenance karena lebih efisien sebesar 13,2% dibandingkan pemeliharaan yang dilakukan perusahaan.

ANALISIS KEBIJAKAN AKUNTANSI PERSEDIAAN PITA CUKAI PADA KPPBC TIPE MADYA CUKAI KEDIRI

INFO ARTHA ◽  
2021 ◽  
Vol 5 (1) ◽  
pp. 25-44
Author(s):  
Deni Herdiyana
Keyword(s):  
Data Collection ◽  
Research Method ◽  
Business Processes ◽  
Accounting Standards ◽  
Field Studies ◽  
Research Data ◽  
Qualitative Approach ◽  
Data Collection Methods ◽  
Government Accounting ◽  
Collection Methods

This research was conducted to analyze the accounting policy for excise tape inventory which is implemented in the KPPBC Type Madya Cukai Kediri. The research method used is through a qualitative approach. To support this research, data collection methods were carried out which included literature studies and field studies related to the supply of excise stamps for the 2019. The results of the study can be concluded that KPPBC TMC Kediri has recognized and recorded excise inventory accounting by applying accrual basis and as a whole is in accordance with the regulations of government accounting standards, but there is an acknowledgment of inventory excise stamps in KPPBC TMC Kediri which is not yet in accordance with PMK Number 224/PMK.05/2016. Furthermore, KPPBC TMC Kediri has implemented the SAKTI application to support its accounting business processes. Penelitian ini dilakukan untuk menganalisa kebijakan akuntansi persediaan pita cukai yang diimplementasikan di KPPBC Tipe Madya Cukai Kediri. Metode penelitian yang digunakan adalah melalui pendekatan kualitatif. Untuk mendukung penelitian tersebut, dilakukan metode pengumpulan data yang mencakup studi kepustakaan dan studi lapangan terkait persediaan pita cukai TA 2019. Hasil penelitian dapat disimpulkan bahwa KPPBC TMC Kediri telah melakukan pengakuan dan pencatatan akuntansi persediaan  cukai dengan penerapan basis akrual dan secara keseluruhan telah sesuai dengan peraturan standar akuntansi pemerintahan, namun terdapat salah satu pengakuan persediaan pita cukai di KPPBC TMC Kediri yang belum sesuai dengan PMK Nomor 224/PMK.05/2016. Selanjutnya,  KPPBC TMC Kediri telah mengimplementasikan aplikasi SAKTI untuk menunjang proses bisnis akuntansinya.

scholarly journals Challenges arising when seeking broad consent for health research data sharing: a qualitative study of perspectives in Thailand

2018 ◽  
Vol 19 (1) ◽  
Author(s):  
Phaik Yeong Cheah ◽  
Nattapat Jatupornpimol ◽  
Borimas Hanboonkunupakarn ◽  
Napat Khirikoekkong ◽  
Podjanee Jittamala ◽  
...  
Keyword(s):  
Qualitative Study ◽  
Data Sharing ◽  
Health Research ◽  
Research Data ◽  
Broad Consent
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