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Showing 269 articles found for "Statistic"

KNOWLEDGE AND ANTENATAL CARE VISITS AS PREDICTORS OF THE DECISION TO GIVE BIRTH AT HOME

Sunesni, Sunesni, Radhia, Mekar Zenni, Furwasyih, Dian
Abstract: Home birth selection is a complex decision influenced by various factors. This study aimed to determine the relationship between knowledge and antenatal care (ANC) visits with the decision-making of home birth in the working… king area of Mapaddegat Public Health Center, Mentawai Islands Regency. This research was a descriptive analytic study with a case-control design, conducted from February to May 2025, involving mothers who gave birth and were recorded in the maternal cohort data from January 2023 to December 2024. A systematic random sampling technique was applied, consisting of 21 respondents in the case group and 42 respondents in the control group. Data were analyzed using univariate and bivariate analysis with the chi-square statistical test. The univariate results showed that 74.6% had high knowledge, and 57.2% had more than four ANC visits. The bivariate analysis revealed a significant relationship between knowledge (p = 0.011; OR = 5.455) and the number of ANC visits (p = 0.015; OR = 4.462) with the decision to give birth at home. It can be concluded that there is a relationship between knowledge and the number of ANC visits with home birth decision-making. It is recommended for the Mapaddegat Public Health Center staff to strengthen health promotion regarding delivery in health facilities and develop innovations to increase the coverage of facility-based deliveries.

ANALYSIS OF FACTORS INFLUENCING MEDICINE PURCHASE DECISIONS IN CILEGON

Sofyan Ahmad, Yayan
Abstract: This study examines the impact of four key marketing variables product quality, price, persuasive communication, and incentives on brand image and purchasing decisions among medical practitioners in Cilegon, Indonesia. Drawing… rawing on a sample of 225 physicians, dentists, and pharmacists, data were collected via an online Likert‐scale questionnaire and analyzed using confirmatory factor analysis and structural equation modeling (SEM). Results indicate that product quality and incentives exert statistically significant positive effects on brand image (β = 0.284, p = 0.011; β = 0.291, p = 0.003, respectively), while price and persuasive communication do not achieve significance. Furthermore, incentives also demonstrate a significant positive influence on purchase decisions (β = 0.206, p = 0.047), whereas other independent variables, including brand image, fail to show a direct effect. Model fit indices (CMIN/DF = 1.122; GFI = 0.90; RMSEA = 0.016; p = 0.061) confirm an overall good fit. These findings underscore the critical role of maintaining high product standards and ethical incentive programs in strengthening brand perception and stimulating purchase behavior in a competitive pharmaceutical landscape. Theoretical contributions include the integration of marketing, consumer behavior, and brand management theories within a single SEM framework. Practically, pharmaceutical firms operating in emerging markets should prioritize consistent quality assurance and transparent incentive mechanisms to enhance both brand equity and sales performance.

PREMARITAL HEALTH EDUCATION THROUGH EDUCATIONAL MEDIA ON IMPROVONGING THE HEALTH KNOWLEDGE OF PROSPECTIVE BRIDES AND GROOMS

Gina Muthia, Putri Nelly Syofiah, Ririn Yesma Anwar, Febriyona Lathifah, Dina Islamika Fitrah
Abstract: The objective of this research was to prove whether using Choral Reading strategy can improve reading comprehension of the eight grade students of SMP Negeri 13 Palu. This research limited the use of Choral Reading strategy… egy in improving students' reading comprehension, which focuses on literal meaning and descriptive text. This research used quasi-experimental research design involving an experimental class and a control class. The sample of this research were students of VII B as the experimental class, which consisted of 31 students, and the students of VIII A as the control class, which consisted of 31 students. The data was collected through pre-test and post-test. The results confirmed that the mean score of the experimental class had increased from 44.87 to 73.83. On the other hand, in the control class, it has increased from 48.29 to 62.64. The results of the test were analyzed statistically by applying 0.05 level of significance. The researcher found that the value of the t-count was higher than the t-table (4.59 > 1.67). In other words, the implementation of choral reading strategy can develop students' reading comprehension of the eighth-grade students of SMP Negeri 13 Palu. This strategy has a significant impact on the English learning process, especially helping students in reading comprehension to find information about the text and understand the entire meaning of the text, so that students can practice choral reading as their independent reading comprehension strategy in the future  

THE EFFECT OF HAND PUPPET MEDIA ON THE SPEAKING SKILLS OF SECOND GRADE STUDENTS AT MI AS-SYAFI’IYAH 10 GUNUNG SINDUR

Lu'luil Maknun, Fitriyana, Nia
Abstract: The purpose of this study is to determine the significance level of the effect of using hand puppet media on the speaking skills of second-grade students at MI As-Syafi’iyah 10 Gunung Sindur. This research employed a quasi-experimental&#8230; uasi-experimental method with a quantitative approach. The sampling technique used was non-random purposive sampling, with two classes selected as samples, each consisting of 32 students. The data collection technique used in this study was an oral test instrument, designed using a non-equivalent control group design. The results showed that the average score of the experimental class was 45.31 in the pre-test and 67.81 in the post-test. Meanwhile, the control class scored an average of 44.84 in the pre-test and 46.56 in the post-test. The data were tested for normality and found to be normally distributed. The homogeneity test results showed a significance value of 0.308 > 0.05, indicating that the data are homogeneous or have the same variance. The findings revealed that the use of hand puppet media had a significant effect on students' speaking skills. The hypothesis testing using a Paired Sample T-Test showed a significance level of 0.000 < 0.05, indicating that the result is statistically significant. Therefore, the null hypothesis (H₀) is rejected, and the alternative hypothesis (H₁) is accepted, meaning there is a significant difference in students’ speaking skills before and after being taught using hand puppet media.

THE INFLUENCE OF SOCIAL MEDIA ACTIVITIES ON BRAND LOYALTY OF KOPI KENANGAN MEDIATED BY INTENTION OF CONTINUED USAGE INTENTIONS

Qatrunnada, Vionita, Hidayah, Riski Taufik
Abstract: Social media activities carried out by coffee brands are often used, especially to create loyalty among consumers, but challenges and effectiveness need to be considered to maximize the company's potential. This study aims&#8230; ms to determine the brand experience created through social media marketing activities to build brand loyalty. This study will examine social media marketing on the Kopi Kenangan account, sensory brand experience, affective brand experience, behavioral brand experience, intellectual brand experience, value consciousness, brand consciousness, continued usage intention, and brand loyalty, based on the journal by Kumar & Hsieh (2024) titled “How do social media marketing activities affect brand loyalty?” The mediating role of brand experience and Ismail (2017) with the title “The influence of perceived social media marketing activities on brand loyalty: The mediation effect of brand and value consciousness.” The research method used is quantitative, conducting a survey using Google Forms with a sample size of 400 respondents, consisting of Kopi Kenangan consumers who consistently purchase Kopi Kenangan products and recommend Kopi Kenangan products. Descriptive analysis was then conducted based on structural equation modeling and partial least squares data using SmartPLS. The results showed that social media activities influence Kopi Kenangan brand loyalty through brand experience. The results were statistically analyzed using a significance level of 0.05. The researcher found that the calculated t-value was greater than the table t-value (7.577 > 1.65). In other words, social media activities influence brand loyalty. Kopi Kenangan can maximize strategies to enhance brand loyalty through social media activities, which can also serve as a reference for future strategic development.  

EXPLORING PERSONAL INNOVATIVENESS AS A DRIVING FACTOR IN THE TECHNOLOGY ACCEPTANCE MODEL FOR MYTELKOMSEL IMPROVING

Yulianti, Dira, Noviaristanti, Siska
Abstract: This study aims to analyze the role of Personal Innovativeness in influencing the actual use of the MyTelkomsel application through an extended Technology Acceptance Model (TAM). In this model, Personal Innovativeness is&#8230; positioned as a core construct that influences three key user perceptions: Perceived Ease of Use, Perceived Usefulness, and Perceived Enjoyment. A total of 355 respondents participated in the study, and the data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal that seven out of eight hypothesized paths between constructs in the model demonstrate statistically significant effects. The only non-significant relationship is found between Perceived Ease of Use and Attitude Toward Use, suggesting that ease of use is no longer a major determinant of user attitudes toward digital applications, possibly because it is now perceived as a basic standard in technology usage. Conversely, Personal Innovativeness consistently exerts a significant influence on all three key perceptions, which in turn affect users’ attitudes, intentions, and actual behaviors. These results underscore the strategic role of innovative personal characteristics in driving adoption and active engagement with digital applications. The practical implications highlight the importance of user segmentation based on innovation levels, the development of enjoyable features, and the refinement of user experience to promote sustained engagement within digital ecosystems such as MyTelkomsel.

EFFECTIVENESS OF THE ARKA METHOD IN IMPROVING SPEAKING ABILITY

S, Cici, Nasya Dinda Afrilla, Charmelia Nuraini
Abstract: The purpose of this study is to ascertain how well SMP Kota Cirebon's speaking abilities may be enhanced by the ARKA approach. Quantitative research using a survey design is the methodology employed. Surveys and closed tests&#8230; ests measuring the six aspects of speaking ability—pronunciation, grammar, vocabulary, fluency, understanding, and tasks—were used to gather data. SPSS version 25 was used for data analysis. The findings show that SMP Kota Cirebon's speaking ability had been significantly affected by the ARKA approach. This is demonstrated by the coefficient of determination (R Square) value of 0.636, which indicates that the ARKA approach accounts for 63.6% of the diversity in students' speaking ability. In addition, the multiple linear regression model is statistically significant (Sig. = 0.000 < 0.05), according to the ANOVA test findings. According to the study's findings, junior high school students' speaking abilities can be enhanced by the ARKA technique, which is also a creative and relaxing alternative teaching strategy.

DIFFERENCES IN HEMATOCRIT LEVELS AND PLATELET COUNTS ON THE 4th To 6th DAY OF FEVER IN DENGUE HEMORRHAGIC FEVER PATIENTS

Ni Luh Hepy Karniawan, Moh.Fairuz Abadi, A.A.Ayu Eka Cahyani
Abstract: Dengue Hemorrhagic Fever (DHF) is an endemic disease in Indonesia caused by the dengue virus and transmitted through the bites of Aedes aegypti and Aedes albopictus mosquitoes. The risk of serious complications primarily&#8230; arises during the critical phase, typically between the 4th and 6th days of fever, during which plasma leakage may occur, leading to shock and severe bleeding. Hematocrit levels and platelet counts are important parameters in the diagnosis and monitoring of DHF patients. This study aimed to determine the differences in hematocrit levels and platelet counts during days 4 to 6 of fever in DHF patients at Prima Medika Hospital Denpasar, in February 2025. This research employed a descriptive quantitative design with purposive sampling, involving 35 patients who met the inclusion criteria. The results showed a decrease in hematocrit levels with averages of 42.8%, 42%, and 41.2%, and platelet counts with averages of 87 x 10³/µL, 59 x 10³/µL, and 47 x 10³/µL from day 4 to day 6 of fever. Data were analyzed using the Shapiro-Wilk normality test, the Friedman non-parametric test for hematocrit levels, and the Repeated Measures ANOVA parametric test for platelet counts. Statistical analysis showed a p-value of 0.002 for hematocrit levels and 0.000 for platelet counts. The conclusion of this study is that there are significant differences in hematocrit levels and platelet counts between days 4 to 6 of fever in DHF patients.

DIFFERENCES IN PLATELET COUNTS USING BLOOD SAMPLES WITH K3EDTA AND 3.2% SODIUM CITRATE ANTICOAGULANTS IN DENGUE FEVER PATIENTS

Prasetya, Ni Luh Nova Dilisca Dwi Putri, Anak Agung Istri Ari Trisnaningrum, Putu Ayu Parwati
Abstract: Dengue Hemorrhagic Fever (DHF) is a viral infection marked by a significant decrease in platelet count. Accurate platelet count testing is crucial for diagnosing and monitoring DHF patients. The pre-analytical phase is a&#8230; critical stage in laboratory testing, where errors can significantly impact test outcomes. Anticoagulants, such as K3EDTA and 3.2% sodium citrate, are commonly used in routine hematology tests to prevent blood clotting by binding calcium ions and inhibiting clotting factor activation. This study aimed to evaluate the difference in platelet counts between blood samples collected with K3EDTA and 3.2% sodium citrate anticoagulants in DHF patients. An analytical observational study with a cross-sectional design was conducted involving 50 purposively sampled DHF patients. Statistical analysis yielded a p-value of 0.615 (p > 0.05), indicating no significant difference in platelet counts between the two anticoagulants. It can be concluded that the use of K3EDTA and 3.2% sodium citrate does not significantly affect platelet count results in DHF patients. Future studies are recommended to involve larger sample sizes and consider microscopic examination methods, such as peripheral blood smears, to assess platelet aggregation visually.

QUANTITATIVE ROADMAP: EXPLORING METHODOLOGY THROUGH THE LENS LITERATURE REVIEW

Juniarti, Leni, Donna Boedi Maritasari, Dinda Rizka Amalia, Nurul Aini
Abstract: Quantitative research is a crucial foundation in the scientific landscape to understand phenomena objectively and measurably. Although essential, there is often a gap between methodological idealism and research practice,&#8230; , especially among novice researchers, which is indicated by the use of quantitative methods that are not optimal in student theses due to lack of mastery of methodology and statistics, marked by inconsistencies in variable logic, lack of theoretical basis, data bias, sampling technique errors, to inaccuracy in testing the validity of instruments and statistical analysis. Through a systematic and comprehensive literature review, this article aims to present a complete picture of the “roadmap” of quantitative research, including the essence, principles, key stages (starting from problem formulation, sample determination, instrument development, data collection, to analysis and interpretation of results), and its various types, rooted in the positivist paradigm that emphasizes objectivity and hypothesis testing. Although quantitative research offers significant advantages such as time efficiency and generalizability, challenges such as difficulty in data collection and lack of in-depth analysis also need to be overcome, so improving methodological and statistical training is crucial to producing valid, accountable scientific work that contributes significantly to the development of science.