scholarly journals Ten Points for High-Quality Statistical Reporting and Data Presentation

2020 ◽  
Vol 10 (11) ◽  
pp. 3885
Author(s):  
Pentti Nieminen
Keyword(s):  
Data Analysis ◽  
Medical Research ◽  
Empirical Research ◽  
Reporting Quality ◽  
Quality Of Data ◽  
Research Papers ◽  
Pilot Studies ◽  
Data Presentation ◽  
Analysis Methods

Background: Data analysis methods have become an essential part of empirical research papers, especially in health sciences and medical research. It has previously been reported that a noteworthy percentage of articles have flaws in their statistical reporting. Reporting problems have been a long-term issue, and despite continued efforts to improve the situation, improvements have been far from satisfactory. One explanation is an inadequate assessment of statistical reporting during peer review. This communication proposes a short instrument to assess the quality of data analysis reporting in manuscripts and published papers. Method: A checklist-type instrument was developed by selecting and refining items from previous reports about the quality of statistical reporting in medical journals and from published guidelines for reporting and data presentation. Items were pretested and modified during pilot studies. A total of 160 original medical research articles that were published in 4 journals were evaluated to test the instrument. Interrater and intrarater agreements were examined by comparing quality scores assigned to 40 articles published in a psychiatric journal. Results: The data analysis reporting test consists of nine questions that assess the quality of health research from a reader’s perspective. The composed scale has a total score ranging from 0 to 10 and discriminated between journals and study designs. A high score suggested that an article had a good presentation of findings in tables and figures and that the description of analysis methods was helpful to readers. Interrater and intrarater agreements were high. Conclusion: An applicable checklist for quickly testing the statistical reporting quality of manuscripts and published research papers was developed. This instrument aims to improve the quality of empirical research in scientific fields where statistical methods play an important role.

scholarly journals Kesalahan Berbahasa Tataran Sintaksis Bidang Kalimat pada Komentar Youtube Najwa Shihab Melawan Corona

GERAM ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 108-116
Author(s):  
Wenty Agustin ◽  
M. Nur Mustafa ◽  
Elvrin Septyanti
Keyword(s):  
Data Analysis ◽  
Data Collection ◽  
Data Reduction ◽  
Note Taking ◽  
Quality Of Data ◽  
Data Presentation ◽  
Data Analysis Technique ◽  
Analysis Technique

This study aims to identify and describe the form of language errors at the syntactic level in the sentence field in the Youtube commentary of Najwa Shihab Melawan Corona. This type of research is qualitative or can be interpreted as research that emphasizes the quality of data collected using descriptive methods. Sources of data in this study are comments written by YouTube users on the Najwa Shihab Melawan Corona broadcast. The data in this study are writings that represent the opinions of Youtube users regarding related videos. The data collection techniques used in this study were reading and note-taking techniques. The data analysis technique used in this study was data reduction, data presentation, and conclusion drawing. The results of this study found language errors in the sentence field in the form of non-subjected sentences, non-predicated sentences, lucky sentences, duplication of subjects, illogical sentences, ambiguity sentences, conjunction omissions, Excessive use of conjunctions, unparalleled sequences, use of foreign terms and use of unnecessary question words.

scholarly journals Strategi Pemimpin dalam Meningkatkan Mutu Pondok Pesantren Zulhijjah Muara Bulian

2022 ◽  
Vol 6 (2) ◽  
pp. 83-90
Author(s):  
Khairunnas Khairunnas ◽  
Bawaihi ◽  
Nurmia
Keyword(s):  
Data Analysis ◽  
Data Collection ◽  
Qualitative Methods ◽  
Data Reduction ◽  
Boarding School ◽  
Quality Of Education ◽  
Data Presentation ◽  
The Future ◽  
Descriptive Qualitative

This research aims to analyze the strategy of leaders in improving the quality of education in Zulhijjah Muara Bulian boarding school. This research uses descriptive qualitative methods. Data collection is done through observation, interviews, and documentation. Data analysis uses data reduction, data presentation, and drawing conclusions, and verification. The results showed kiai has four roles, in improving the quality of education, namely educators, administrators, managers, and supervisors. Improving the quality of education is done by pursuing the welfare of teachers and contributing thought to the progress of the region and able to become cadres of scholars who will lead the ummah in the future by maintaining educational inputs, processes, and outputs.

Strategi Peningkatan Mutu Pendidikan Tahfizh di SD PTQ Annida Salatiga

2021 ◽  
Vol 2 (1) ◽  
pp. 28-37
Author(s):  
Ahmad Fikri Sabiq
Keyword(s):  
Data Analysis ◽  
Human Resources ◽  
Lesson Study ◽  
Peer Assessment ◽  
Qualitative Approach ◽  
Data Presentation ◽  
Analysis Techniques ◽  
Central Java ◽  
Standard Operating

This study aims to find out the strategies implemented by the principal in order to improve the quality of tahfizh education in SD PTQ Annida Salatiga. This study is a field study with a qualitative approach. The location of this study is in SD PTQ Annida Salatiga, Central Java. Data collection techniques are through interviews, observations, and documentation. Data analysis techniques in this study include the stages of data condensation, data presentation, and drawing conclusions. There are 3 aspects that are targeted from improving the quality of tahfizh education. First, the improvement of the quality of human resources in this case is reserved for teachers who support the tahfizh program. This improvement in the quality of human resources is implemented through teacher self-training, learning supervision, lesson study and peer assessment, as well as the construction of recitations. Second, the implementation of standard operating procedures (POS) implemented by tahfizh teachers in teaching. Third, improve communication and good cooperation with parents.

scholarly journals Missing Values and Optimal Selection of an Imputation Method and Classification Algorithm to Improve the Accuracy of Ubiquitous Computing Applications

2015 ◽  
Vol 2015 ◽  
pp. 1-14 ◽  
Author(s):  
Jaemun Sim ◽  
Jonathan Sangyun Lee ◽  
Ohbyung Kwon
Keyword(s):  
Data Analysis ◽  
Missing Data ◽  
Real World ◽  
Missing Values ◽  
Complete Data ◽  
Classification Algorithms ◽  
Quality Of Data ◽  
Related Data ◽  
Ubiquitous Environment

In a ubiquitous environment, high-accuracy data analysis is essential because it affects real-world decision-making. However, in the real world, user-related data from information systems are often missing due to users’ concerns about privacy or lack of obligation to provide complete data. This data incompleteness can impair the accuracy of data analysis using classification algorithms, which can degrade the value of the data. Many studies have attempted to overcome these data incompleteness issues and to improve the quality of data analysis using classification algorithms. The performance of classification algorithms may be affected by the characteristics and patterns of the missing data, such as the ratio of missing data to complete data. We perform a concrete causal analysis of differences in performance of classification algorithms based on various factors. The characteristics of missing values, datasets, and imputation methods are examined. We also propose imputation and classification algorithms appropriate to different datasets and circumstances.

scholarly journals Quality of Tour Driving License Services in Semarang Regency

2020 ◽  
Vol 10 (2) ◽  
pp. 174-182
Author(s):  
Thirdy Hadmiarso ◽  
Kismartini Kismartini
Keyword(s):  
Data Analysis ◽  
Service Quality ◽  
Human Resources ◽  
Analysis Data ◽  
Good Service ◽  
Data Presentation ◽  
Analysis Technique ◽  
Driver's License ◽  
Bureaucratic Reform

The Semarang Police, as a form of bureaucratic reform in services, uses a Tour Driver's Licenseservice. However, in its implementation, there are still many obstacles, namely inadequate infrastructure for Tour Driver’s License services and lack of human resources. The purpose of this study was to analyze the service quality of a Tour Driver’s License in Semarang Regency and the factors inhibiting and supporting it. This research uses a descriptive qualitative approach. The data analysis technique used is qualitative analysis (data condensation, data presentation and conclusion drawing). Based on the results of data analysis, it can be seen that the service quality of Tour Driver’s Licenses in Semarang Regency is good. Service implementers have the ability and are able to act professionally. It's just that in its implementation it is constrained by a lack of infrastructure, namely there is only one Tour Driver’s License unit, waiting chairs and tents are still not available, and a lack of human resources. There is a need for additional facilities, infrastructure and human resources to support the implementation of Tour Driver’s License services so that they are able to reach all areas in Semarang Regency.

scholarly journals Application of Facility and Infrastructure Management in Improving Student Satisfaction

2020 ◽  
Vol 6 ◽  
Author(s):  
Kholidah Kholidah ◽  
Nyong ETIS ◽  
Siti Ruchana
Keyword(s):  
Data Analysis ◽  
Student Satisfaction ◽  
Data Sources ◽  
Infrastructure Management ◽  
Educational Facilities ◽  
Data Presentation ◽  
Analysis Techniques ◽  
The Impact ◽  
Education Process

This paper discusses the impact of facilities and infrastructure management on student’s satisfaction. The success of learning in schools one of which is supported by the facilities and infrastructure of learning. Management of the utilization of educational facilities and infrastructure in schools effectively and efficiently will greatly support the success of the learning process in schools and improve the quality of student’s satisfaction. This research is a descriptive qualitative research which is expected to be able to uncover various information carefully and meaningful analysis-descriptions. Data sources in this study are principal, vice principal also staff of facilities and infrastructure, students too. Data collection bas obtained from interview, observation, and arrangement. As for the data analysis techniques through data reduction, data presentation, and data analysis. The results of the study are expected to be (a) The management of facilities and infrastructure capable improve the implementation of the education process effectively (b) The implementation of management infrastructure and facilities can increase student satisfaction significantly.

scholarly journals Tinjauan Hukum Terhadap Pemberian Pelayanan Kesehatan Dan Makanan Terhadap Narapidana ( Studi Kasus Di Lembaga Pemasyarakatan Tanjung Gusta Medan )

2019 ◽  
Vol 1 (1) ◽  
pp. 19-30
Author(s):  
Aliftha Rozakiya ◽  
Agus Salim Daulay ◽  
Wessy Trisna
Keyword(s):  
Data Analysis ◽  
Data Collection ◽  
Health Services ◽  
Qualitative Analysis ◽  
Empirical Research ◽  
Skills Training ◽  
Observation Data ◽  
Food Services ◽  
Analysis Methods ◽  
The Republic

In the Law of the Republic of Indonesia Number 12 Year 1995 regarding Penitentiary states that one of the rights of prisoners is to get adequate health and food services, health services and foods that meet health requirements. This research is a kind of juridical-empirical research with the fact approach and the statue approach. Data collection procedures used are interviews, documentation and observation. Data analysis uses descriptive qualitative analysis methods. The results of research that have been carried out that fulfillment of the rights of TanjungGustaLapas inmates in getting health and food services has been going well according to applicable laws and regulations. However, due to over capacity, health and food services are less than optimal. General obstacles faced by TanjungGustaLapas Medan officers are inmates who are not yet registered as BPJS holders, over capacity which causes health and food services as well as skills training for inmates less than optimal.

scholarly journals KINERJA APARATUR DALAM PELAYANAN DI KANTOR BADAN PENGELOLAAN KEUANGAN DAN ASET DAERAH KABUPATEN KUTAI BARAT

2019 ◽  
Vol 6 (1) ◽  
pp. 30
Author(s):  
Regina Deasy Marlina
Keyword(s):  
Data Analysis ◽  
Public Service ◽  
Financial Management ◽  
Service Management ◽  
Working Hours ◽  
Data Presentation ◽  
The Public ◽  
Interactive Model

The purpose of this study is to describe and analyze the performance of personnel in the public service in the Office of Financial Management and Asset Kutai Barat. The analysis used in this research is the data analysis interactive model by three (3) lines of activities occurring simultaneously, namely condensation, data presentation and conclusion/verification. The study concluded that the performance of the apparatus in an effort to improve the service has been good, although not optimal, however the services provided have shown progress, this is due to several things: the ability to use working hours in efektf, the quality of the work produced then the responsiveness of employees is good enough.Keyword: apparatur performance, service, management

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