7. Combining Information fromMultiple Data Sources: An Introduction to Cross-Design Synthesis with a Case Study

Author(s):  
Joel B. Greenhouse ◽  
Heather D. Anderson ◽  
Jeffrey A. Bridge ◽  
Anne M. Libby ◽  
Robert Valuck ◽  
...  
2021 ◽  
Vol 79 (1) ◽  
Author(s):  
Hanna Tolonen ◽  
Jaakko Reinikainen ◽  
Päivikki Koponen ◽  
Hanna Elonheimo ◽  
Luigi Palmieri ◽  
...  

Abstract Background Health indicators are used to monitor the health status and determinants of health of the population and population sub-groups, identify existing or emerging health problems which would require prevention and health promotion activities, help to target health care resources in the most adequate way as well as for evaluation of the success of public health actions both at the national and international level. The quality and validity of the health indicator depends both on available data and used indicator definition. In this study we will evaluate existing knowledge about comparability of different data sources for definition of health indicators, compare how selected health indicators presented in different international databases possibly differ, and finally, present the results from a case study from Finland on comparability of health indicators derived from different data sources at national level. Methods For comparisons, four health indicators were selected that were commonly available in international databases and available for the Finnish case study. These were prevalence of obesity, hypertension, diabetes, and asthma in the adult populations. Our evaluation has three parts: 1) a scoping review of the latest literature, 2) comparison of the prevalences presented in different international databases, and 3) a case study using data from Finland. Results Literature shows that comparability of estimated outcomes for health indicators using different data sources such as self-reported questionnaire data from surveys, measured data from surveys or data from administrative health registers, varies between indicators. Also, the case study from Finland showed that diseases which require regular health care visits such as diabetes, comparability is high while for health outcomes which can remain asymptomatic for a long time such as hypertension, comparability is lower. In different international health related databases, country specific results differ due to variations in the used data sources but also due to differences in indicator definitions. Conclusions Reliable comparison of the health indicators over time and between regions within a country or across the countries requires common indicator definitions, similar data sources and standardized data collection methods.


2021 ◽  
Vol 905 (1) ◽  
pp. 012083
Author(s):  
D T Ardianto ◽  
S Mataram

Abstract The Javanese tradition is manifested in various forms, one of which is Merti Desa Tambakbayan tradition in Tambakboyo Village, Tawangsari District, Sukoharjo Regency. This annual tradition is a cultural heritage that help to maintain environmental balance. This study seeks to describe the philanthropic and ecological values of Merti Desa Tambakbayan tradition. This research was a case study with traditional event as the object. The data sources were the Merti Desa Tambakbayan events, documents, and interview results with informants. The obtained field data showed the existence of philanthropic and ecological values in Tambakboyo community. These values can be seen from the traditions of having feast and exchanging meals together, and joint activities to clean up the environment around the village regardless of social status. These attitudes are essentials, especially when some members of the society are experiencing economic difficulties due to the ongoing Covid-19 pandemic.


2014 ◽  
Vol 9 (1) ◽  
pp. 12-24
Author(s):  
Michael Comerford

The plethora of new data sources, combined with a growing interest in increased access to previously unpublished data, poses a set of ethical challenges regarding individual privacy. This paper sets out one aspect of those challenges: the need to anonymise data in such a form that protects the privacy of individuals while providing sufficient data utility for data users. This issue is discussed using a case study of Scottish Government’s administrative data, in which disclosure risk is examined and data utility is assessed using a potential ‘real-world’ analysis.


2020 ◽  
Vol 4 (1) ◽  
pp. 86-107
Author(s):  
Machrus Salim ◽  
Nila Mujtahidah

The study aim at investigating the process of planning, implementing, and evaluating of the Revised 2013 Curriculum year 2018 to improve the students' achievement. The study was case study research with multi case study design as the objects of the study had some similarities. The data sources were the results of conducting interviews, documentations, and observations. The data analysis included data reduction, data display, and conclusion drawing. The data were verified using data sources triangulation.The result showed: 1) The planning at SMP Raden Fatah Batu and MTs Ihyaul Ulum Gresik was initiated by comprehending the existing syllabus, mapping the main and basic competence as well as the success indicators for each subject. The involvement of the teachers in The Teacher Association Forum was maximized to share ideas and conform the planning. 2) In implementing, both schools involved the associated basic competence and current issues, created pleasant and conducive learning, used learning media, and involved the parents which were effective in improving the students' achievement. 3) The evaluation was conducted comprehensively and factually. The students' achievement was identified continually on all of the aspects of learning and it involved teacher-counselor The final score was derived from the averaged total score.


Author(s):  
I Gusti Ayu Vina Widiadnya Putri

The aims of this study is to find out and analyzed about students’ influences of Computer-assisted assessment (CAA) It is the case study and field research of one school in Nusa Dua Badung-Bali. The data sources chosen in this study were several high schools that carried out online examinations at Nusa Dua Vocational high school Bali-Indonesia. Data collection is done by random sampling from data sources, observation, interviews, recording, and note taking. Distribution of questionnaires was also carried out to strengthen data analysis. Data is analyzed based on the formulation of the problem and the study of theory that has been, then analyzed in qualitative description. The descriptive study used paper-based surveys and interviews for data collection. To obtain information about the students’ influences of Computer-assisted assessment (CAA). Based on our review and study result, there are some influences that found. The Computer-assisted assessment (CAA) systematics is held with the aim that students become more critical and independent in solving the questions given.


Author(s):  
Janet Richards

Few inquiries have investigated master's students in education as they mentor preservice teachers. In this embedded case study I explored the professional development of 15 master's students as they mentored 35 preservice teachers for eight weeks in a summer literacy camp. Data sources were e-mail exchanges, written reports, and transcriptions from focus groups and in-class conversations. I analyzed the data through constant comparison methods and discovered that the mentors were initially frustrated with their mentoring responsibilities and had little empathy for the preservice teachers. By the end of the camp, they recognized the benefits of mentoring and gained confidence as mentors. Learning occurred for both the mentors and the preservice teachers. Implications include the power of social participation in authentic contexts.


2014 ◽  
Author(s):  
Alexander Franks ◽  
Florian Markowetz ◽  
Edoardo Airoldi

Building better models of cellular pathways is one of the major challenges of systems biology and functional genomics. There is a need for methods to build on established expert knowledge and reconcile it with results of high-throughput studies. Moreover, the available data sources are heterogeneous and need to be combined in a way specific for the part of the pathway in which they are most informative. Here, we present a compartment specific strategy to integrate edge, node and path data for the refinement of a network hypothesis. Specifically, we use a local-move Gibbs sampler for refining pathway hypotheses from a compendium of heterogeneous data sources, including novel methodology for integrating protein attributes. We demonstrate the utility of this approach in a case study of the pheromone response MAPK pathway in the yeast S. cerevisiae.


MADRASAH ◽  
2021 ◽  
Vol 13 (2) ◽  
pp. 114-125
Author(s):  
Raden Adji Suryo Utomo ◽  
Fitri Nur Mahmudah

The implementation of learning is the most important part in improving the quality of education. The Covid-19 pandemic period is part of the challenge for education so that learning continues. The purpose of this study was to investigate in depth the implementation of distance learning during the Covid-19 pandemic. The method used in this research is qualitative with a case study approach. The research was conducted at Muhammadiyah Pakel Elementary School. The data sources in this study were teachers, parents, and students. Data collection techniques using structured interviews assisted with guidelines that are structured questions systematically. Data analysis using the Denzin Licoln case study model assisted by atlas.ti software version 8. The technique used to improve the quality of research is source triangulation. The results of this study provide information that in the implementation of the implementation of distance learning there are three factors, namely policy, distance learning process, and human resource activeness. These three factors are novelty which can be recommendations for the three education centers in order to be part of improving the quality of distance learning education during the Covid-19 pandemic.


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