Reviewerly/exHarmony huggingface dataset:
REGRESI ZERO INFLATED POISSON UNTUK PEMODELAN ANGKA POSITIF PENYAKIT MALARIA DI JAWA TIMUR

The number of confirmed cases of malaria in East Java from 2020 to 2022 is a count data with numerous zero values and is exhibiting overdispersion. With Zero Inflated Poisson (ZIP) regression, this work seeks to solve the overdispersion issue that plagues Poisson regression. The ZIP model is superior to the Poisson regression model, according to the results. Data modeling with ZIP regression carries out model fit testing with the G test, parameter significance testing with the Wald test, and parameter estimation using Maximum Likelihood Estimation. For case data of malaria positivity, the ZIP regression model in this research is log(𝜇𝑖) = 3,695 + 0,0057X1 − 0,0569X2 − 0,0085X3 − 0,0619X4 + 0,0604X5 − 0,0118X6 − 0,012X8, and logit(𝜔𝑖) = −5,5185 + 0,0039X2 − 0,592X6. The test's findings indicate that factors such as population density, poverty levels, the proportion of households with access to clean water and sanitation, the morbidity rate, the number of medical facilities, the number of health complaints, and the percentage of public spaces that adhere to health standards all significantly influence the number of confirmed cases of malaria in East Java.Keywords: Malaria, excess zeros, overdispersion, Zero Inflated Poisson.
Pengembangan Media Pembelajaran Pop-Up Book Materi Karakteristik Ruang dan Pemanfaatan Sumber Daya Alam untuk Kesejahteraan Masyarakat Kelas IV SD

This study aims to develop Pop Up Book learning media that can be used as a varied learning medium for grade IV Elementary Schools. The research method used is the Research and Development (R&amp;D) model used, namely the Borg and Gall model carried out in seven stages, namely Research and Information collection, Planning, Develop Preliminary form of Product, Preliminary Field Testing, Main Product Revision, Main Field Testing, Operational Product Revision. Data collection techniques, researchers used feasibility questionnaires and practicality questionnaires. The instrument uses a validation sheet and a questionnaire sheet.The results showed that the score obtained from the validation of media experts got a score of 80% in the feasible category, material validation obtained a score of 80% in the feasible category. The initial field trials of the students' responses were 75% in the practical category, the main field trials of the students' responses obtained a score of 76% in the practical category, the teacher's response obtained a score of 91% in the very practical category.
Cultivation of Digital Literacy Culture Through an Interest in Reading Literature 21st Century Life Skills

This study aims to photograph or measure the culture of digital literacy in early adolescents, around 11-14 years or junior high school level. This research was conducted on students of SMP Pahlawan Toha Bandung, totaling 40 students. The research was conducted by surveying the understanding and ability to use digital devices, as well as students' interest in reading literature through the devices they have. The research method used is quantitative descriptive, the research subjects are students of SMP Pahlawan Toha Bandung, and the object of research is survey data on the level of digital literacy culture among students. The instrument used is in the form of a questionnaire compiled through the media Google form which is distributed to students, then proceed with coding data, tabulating, scoring, and data analysis to conclude. The study results show a cultural portrait of early adolescent digital literacy at SMP Pahlawan Toha Bandung, which is known to be going well and has become entrenched, shown by 95% of students being able to use technology and information media tools properly, and ethically. Even so, having digital literacy competence will not always automatically increase interest in reading or writing literacy, let alone interest in literary literacy. Efforts are needed to ensure that the better students use digital media as a tool to help, make it easier to access literacy materials, and obtain general and specific information related to literary works, the better will be the achievement of student life skills competencies in the 21st century.
Pengembangan Lembar Kerja Siswa (Lks) Berbasis Saintifik pada Mata Pelajaran Matematika SD

This study aims to develop teaching material products in the form of scientific-based Student Worksheets (LKS) in the fourth grade Mathematics subject of SD Negeri Napallicin which are valid and practical to use in the learning process. The research method is R&amp;D (Research and Development), using the ADDIE development model (Analysis, Design, Development, Implementation, and Evaluation). Data collection techniques used are interviews and questionnaires. The data analysis technique used a Likert scale and a Guttman scale. The results of the study based on the analysis of the linguist's assessment showed 0.80 and the validation results of media experts were 0.91 and the results of material validation were 0.79. Overall, the results of the analysis and calculation of the questionnaire scores from the expert team, scientific-based LKS are in the high category with a percentage of 0.83. While the results of the practicality test of teachers are classified as very practical and the results of the one to one trial are classified as very practical and the results of the small group trial are classified as very practical. The overall results of the practicality test are in the very practical category with a percentage of 88.5% so that it can be concluded that scientific-based worksheets in Mathematics are valid and practical to use.&#x0D; &#x0D; Keywords: Development, Student Worksheet, Scientific, Mathematics.
Enhancing Competence in Writing Best Practices Through the Utilization of the STAR Technique

Writing proficiency is an essential skill imperative for Indonesian language educators, as it underpins their professional development and advancement. This research presents the adaptation of the STAR writing method's structure to facilitate Indonesian language teachers in reflecting on the process and learning outcomes. The present study adopts a descriptive mode of exposition rooted within a qualitative research paradigm. The research population consists of high schools (SMA) and vocational schools (SMK) in Cianjur Regency. The respondents for this study were 15 Indonesian language teachers from 4 high schools and 1 vocational school. These fifteen teachers willingly participated in the Best Practices writing training for two weeks using both synchronous and asynchronous modes. Data were collected through observations during the training, the outcomes of the activities, and interviews. The data obtained were analyzed using content analysis techniques to identify solutions to the reflective-based writing difficulties experienced by Indonesian language teachers. Based on the research, it was found that: 1) The adaptation of the STAR structure and composition facilitates teachers in logically expressing ideas, 2) The combination of face-to-face and online training assists teachers in re-engaging with writing, and 3) The STAR structure aids teachers in completing their writing within the set time given. The research concludes that teachers are capable of writing when provided with guidance, instructions, and time contracts to complete their writing tasks.&#x0D;
Pengendalian Diri Menurut Filsafat Stoikisme (Analisis terhadap Buku Filosofi Teras Karya Henry Manampiring)

In addition to upsetting one's own peace of mind, the development of concern, envy, fear, regret or bitterness, and excessive pleasure also has an impact on those around one. The value of emotional intelligence and self-control in life because these traits help people understand and regulate their own emotions, and because these traits are more strongly correlated with success and intellect. The purpose of this study is to comprehend the nature of self-control and self-control in light of the Stoic philosophy as it is presented in the book Teras Philosophy. This study employs a qualitative approach and the library research method; it is descriptive in character and frequently employs analysis. The findings of this study suggest that the capacity to manage one's own conduct constitutes the essence of self-control. Stoicism teaches self-control and regulation of one's biological, psychological, and behavioral processes. According to philosophy in the book The Terrace Philosophy, one should be able to employ ratios in all of their responses so that they can live a calm and joyful existence free from unpleasant feelings like sadness, rage, resentment, envy, suspicion, and others. The four virtues are honed through life. Wisdom is the capacity to choose the appropriate course of action in any circumstance, Justice is the fair and honest treatment of others, Courage is the determination to act morally, Restraint, moderation, decency, and self-control over impulses and emotions are all examples of self-discipline.
Knowledge Management System Adoption Approach and the Critical Success Factors in Small Medium Enterprise: A Systematic Literature Review

Knowledge is a substantial factor in an organization; therefore, the successful implementation of Knowledge Management (KM) or Knowledge Management System (KMS) is important for many organizations. This applies both for large companies and for companies categorized as Small Medium Enterprise (SME). How each company finds a solution to deal with KM problems, how to adopt KMS in its company structure, and what critical success factors (CSF) must be highlighted to implement those KMS often vary depending on the size of the organization. Regarding this issue, this study aims to find out how the adoption approach and CSF are used in the implementation of KM / KMS in SME. However, this study can also improve the state-of-the-art for KM / KMS implementation in SME and the important CSF in implementing it. In this review of the literature, a systematic review was performed with the steps as follows: (1) structure the research question, (2) define inclusion-exclusion criteria, (3) evaluation of paper quality, and (4) data extraction. The study found that in the last 5 years from the time when this research is conducted, TABLE 1 which is from 2016 to 2021, SME has been using many methods like training, meeting, sharing session, repository, and research as part of their KM / KMS adoption approach. We found also in the last 5 years that the CSF for implementing KM / KMS in SME is as follows: organization structure and flexibility, organization culture towards KM adoption, the quality of the knowledge, and communication within and across areas in the organization. communication within and across areas of the organization, and the team works within and across areas of the organization. SMEs can use this research as a guide to implement KM / KMS in their organization.
An Analysis of Imagery on Collections of Poems Written by Robert Frost

The problem of this study is: “What kinds of imagery are used in the collection of Robert Frost’s poems?”. Therefore, the objective of this study is to describe the kinds of imagery in Robert Frost’s poems entitled “After Apple-Picking, Stopping by Woods on a Snowy Evening, The Road Not Taken, To Earthward, Wind and Window Flower, Out-Out, Fire and Ice, Nothing Gold Can Stay, Acquainted with the Night, and A Time To Talk”. The writer used content analysis to classify and analyze the data. The approach used in collecting the data was descriptive qualitative. After investigating the kinds of 10 collections of poems written by Robert Frost, the writer found 95 imagery. The imagery in Robert Frost’s poems has been analyzed in kinds: (1) 37 visual, (2) 20 auditory, (3) 17 kinesthetic, (4) 9 organic, (5) 5 olfactory, (6) 4 tactile, and (7) 3 gustatory.&#x0D; Keywords: Analysis, Imagery, Poems, Robert Frost
Mortality Baseline Model Using Linear Time Series and Linear Mixed Model in Excess Mortality Calculation During COVID-19 in DKI Jakarta

COVID-19 pandemic has affected the mortality across a globe. To investigate the impact of COVID-19, many countries have recorded number of deaths due to COVID-19. In Indonesia, DKI Jakarta reports the highest number of mortality due to COVID-19. However, the reported data may have discrepancy, for example the scope of testing for COVID-19 that has not been widely implemented, false-negative on testing results and deaths that occur before COVID-19 test. The measurement of excess mortality has been suggested to cover the lack of data. Baseline mortality will be the main component in calculating excess mortality. Monthly deaths data of DKI Jakarta from January 2018 up to February 2021 will be used to generate baseline mortality model. The analysis will compare two models, linear time series and linear mixed model. Model accuracy will be calculated to choose the better baseline mortality model. The better model of baseline mortality will give better estimation of excess mortality during COVID-19. Linear time series provides a better accuracy on baseline mortality model in DKI Jakarta. The result shows that there are 25,553 excess mortality during COVID-19 pandemic in DKI Jakarta from June 2020 until June 2021. The SMR during pandemic COVID-19 is around 133%.
Self-Sufficiency as a Factor in the Development of the System of Psychological Self-Regulation of Personality

In the conditions of transformation of contemporary society there are dynamic transformations, which primarily affect changes in the individual psychological sphere of each person. These changes lead to formation of a holistic, confident and self-sufficient personality, capable of high self-regulation and self-control, which will ensure one’s successful integration into society. The purpose of the article is to substantiate the importance of self-sufficiency in the development of the system of personality self-regulation. The article uses a theoretical analysis of scientific publications on self-regulation and self-sufficiency of the individual; generalization and systematization of the results of current researches and approaches. The considered main approaches to the study of self-regulation, which reflects a conscious control of behavior, contributes to the effective achievement of goals, ensures successful adaptation to changing environmental conditions. Self-regulation includes a whole system of emotional and behavioral reactions, personality traits, internal and external factors that determine one’s development, among which an important place is occupied by self-sufficiency. Self-sufficient personality has a well-established system of claims, autonomy and independence, high self-esteem and determination. Self-sufficiency is associated with personality-oriented growth, self-realization, which provides motivation to effectively regulate behavior and psycho-emotional state. The conducted theoretical research allowed to state that self-regulation of personality is a complex and multidimensional phenomenon, an important place in the structure of which is occupied by self-sufficiency. It is concluded that there isa necessity to update and achieve self-sufficiency, which will promote development of self-regulation.
Prediction of American Society of Anesthesiologists Physical Status Classification from preoperative clinical text narratives using natural language processing

Abstract Background Electronic health records (EHR) contain large volumes of unstructured free-form text notes that richly describe a patient’s health and medical comorbidities. It is unclear if perioperative risk stratification can be performed directly from these notes without manual data extraction. We conduct a feasibility study using natural language processing (NLP) to predict the American Society of Anesthesiologists Physical Status Classification (ASA-PS) as a surrogate measure for perioperative risk. We explore prediction performance using four different model types and compare the use of different note sections versus the whole note. We use Shapley values to explain model predictions and analyze disagreement between model and human anesthesiologist predictions. Methods Single-center retrospective cohort analysis of EHR notes from patients undergoing procedures with anesthesia care spanning all procedural specialties during a 5 year period who were not assigned ASA VI and also had a preoperative evaluation note filed within 90 days prior to the procedure. NLP models were trained for each combination of 4 models and 8 text snippets from notes. Model performance was compared using area under the receiver operating characteristic curve (AUROC) and area under the precision recall curve (AUPRC). Shapley values were used to explain model predictions. Error analysis and model explanation using Shapley values was conducted for the best performing model. Results Final dataset includes 38,566 patients undergoing 61,503 procedures with anesthesia care. Prevalence of ASA-PS was 8.81% for ASA I, 31.4% for ASA II, 43.25% for ASA III, and 16.54% for ASA IV-V. The best performing models were the BioClinicalBERT model on the truncated note task (macro-average AUROC 0.845) and the fastText model on the full note task (macro-average AUROC 0.865). Shapley values reveal human-interpretable model predictions. Error analysis reveals that some original ASA-PS assignments may be incorrect and the model is making a reasonable prediction in these cases. Conclusions Text classification models can accurately predict a patient’s illness severity using only free-form text descriptions of patients without any manual data extraction. They can be an additional patient safety tool in the perioperative setting and reduce manual chart review for medical billing. Shapley feature attributions produce explanations that logically support model predictions and are understandable to clinicians.
PENGARUH METODE PEMBELAJARAN SQ3R TERHADAP KEMAMPUAN MEMBACA BAHASA JAWA PADA KELAS II DI SDN SIMOMULYO 1 SURABAYA

This research is motivated by the inability of students to read Javanese. This happens because the learning of Javanese has not been maximized. This study aims (1) to determine the application of reading ability using the SQ3R method to low grade students at SDN Simomulyo 1 Surabaya, (2) to determine the effect of applying the SQ3R method to reading ability in Javanese in low grade students at SDN Simomulyo 1 Surabaya. This type of research is quantitative research. The population in this study were class II students at SDN Simomulyo I Surabaya, totaling 26 students consisting of 13 male students and 13 female students. Based on the research results, the following two conclusions were concluded (1) the application of reading skills using the SQ3R method in learning at SDN Simomulyo 1 Surabaya involves students being active with teacher guidance, so that the concepts in the discussion can be understood, so as to improve students' reading skills. (2) the ability to read Javanese using the SQ3R Class II method at SDN Simomulyo I Surabaya with an average pre-test is classified as low, this is evident from the student's average score of 61.15. The ability to read Javanese using the SQ3R Class II method at SDN Simomulyo I Surabaya with an average post-test is quite good, this is evident from the students' average score of 80.
Efektivitas Manajemen Pembelajaran Berbasis Teknologi Informasi dan Komunikasi di SMP Negeri Kota Pematang Siantar

This study aims to, (1) To know the Information and Communication Technology-Based Learning Planning Process at Pematang Siantar City State Junior High School. (2) To know the Process of Implementing Information and Communication Technology-Based Learning at Pematang Siantar City State Junior High School. (3) To determine the evaluation of Information and Communication Technology-Based Learning at Pematang Siantar City State Junior High School. (4) To find out whether there is an improvement in student learning outcomes after teachers apply Information and Communication Technology-Based learning management at Pematang Siantar City State Junior High School. The approach is used mixed method. The design used in this study is The exploratory sequential design. The design of the sequential exploratory is in the first stage the researcher collects and analyzes data in the form of qualitative, then in the second stage collects quantitative data based on the results of the first stage. Some of the subjects that were studied. Some of the subjects used as data sources in this study are: principals, teachers, and students in four (SMP Negeri 1 Pematang Siantar, SMP Negeri 2 Pematang Siantar, SMP Negeri 4 Pematang Siantar, and SMP Negeri 8 Pematang Siantar) Pematang Siantar, North Sumatea Province. The results showed that there was an Activity of Information and Communication Technology-Based Learning Management in the planning process, implementation process, learning evaluation and there was an increase in student learning outcomes after teachers implemented Information and Communication Technology-Based Learning Management at SMP Negeri Kota Pematang Siantar. From data analysis, it is known that the effectiveness of information and communication technology-based learning management at Pematang Siantar City State Junior High School has been effective.
An improved public key infrastructure-based digital signature authentication service for higher key storage system

In general, we quickly forget about boxes with paper archives, and there is not even a single sheet of paper on the desktop. If a paper document is sent to the institution through regular mail, the artifact is immediately scanned and digitized. In fact, it turned out to be quite the opposite. The more a company uses computers for digital workflows, the more it documents and prints. Above all, every document must be authenticated. A document without a signature is only a draft or an information note. To get the signature, the documents are printed and then often scanned, and the original documents are kept on file. It is now clear that the (paperless) workflow cannot be implemented without electronic digital signatures. In this study, an improved public key infrastructure-based Digital Signature Authentication Service is proposed for higher key storage system. In this method, the CAs included in the list provide certificate-based digital identifiers and time stamping services that comply with global regulations, such as the eIDAS standard. Electronic digital signatures are already supported for most popular office document formats. Timestamps are supported, including multi-person document signatures.
EFL Students’ Experience of Online Writing Class during Covid-19

This qualitative descriptive research discussed students' experiences during an online writing lesson. This research focuses on the questionnaire and reflection writing experience of second-semester students of English Department during the Covid-19 pandemic. The study used two indicators namely interaction and environment during online writing learning. The researcher found the experience of students affected by their environment is the constraints of the internet network and the cost of purchasing quotas. It caused by some student residential areas are still in remote areas. Positively some students feel it is facilitated by online learning because it can be done flexibly. In the interaction indicator, some students find it difficult if they are not taught directly, while others find it easier to understand because they can access wider learning.Keyword: Covid-19; EFL Students’ Experience; Online class; Writing.