• Title/Summary/Keyword: secondary data analysis

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Hypothetical Study of Student's Academic Performance influenced by Parent's Educational and Financial Status

  • Zohra Khatoon;Hussain Saleem;Ameer Ali Buriro;Uzma Murad Panhwar;Samina Saleem
    • International Journal of Computer Science & Network Security
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    • v.24 no.7
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    • pp.79-86
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    • 2024
  • This research is conducted in order to analyze the student's academic performance at the secondary school level in Sindh province of Pakistan. The study was focused on the students who have passed the Matriculation level recently. The sample of size equal to 1097 secondary level students was randomly selected in a way that from each college roughly up to 150 students took part in the survey. The sample selection was further divided on gender (Male=448, Female=649) and Locale (Urban=456, Rural=641). A survey questionnaire was circulated for data collection. The statistical analysis based on Pearson's Chi-Square and Correlation models were carried out using the collected data. The conclusion was drawn from results that strongly revealed that the student's academic achievement at high school level was highly associated to their parent's educational level and socio-economic background. Therefore, it is strongly recommended that the financial condition of the population must be enhanced by taking suitable measures. The affected students should be awarded adequate financial assistance or scholarships to face such hardships of their learning career. Free laptops, learning materials, books, and stationery should also be provided.

A Study on the Health Instruction of School Nurses and Its Related Factors (양호교사(養護敎師)의 보건수업(保健授業) 실시정도(實施程度)와 이의 관련요인(關聯要因) 분석(分析) - 서울시 초(初)·중등(中等) 양호교사(養護敎師)를 중심(中心)으로 -)

  • Lee, Weon You
    • Journal of the Korean Society of School Health
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    • v.3 no.2
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    • pp.63-87
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    • 1990
  • The purpose of this study was to investigate the performance rate of regular health instruction by school nurses and its related factors. These data were collected by questionnaire in Mar. 1990. Total 986 school nurses who have been working primary, secondary schools in Seoul were given the questionnaire, and 672 school nurses' respectively, were finally analyzed. Analysis of the data was done utilizing SPSS/PC+for percentage, frequency, mean, $X^2$-test, t-test, ANOVA, correlation, regression. The major findings of this study were as follows : 1. Thc performance rate of regular health instruction by school nurses was 77.7% of 552 respondents. 2. The school nurses in primary school(87.0%) were more likely to perform regular health instruction than the school nurses in secondary school (63.8%). 3. The teachers of regular health instruction were more likely to display favorable attitudes toward need of health instruction. The school level was not statistically significant(P>0.05). 4. The evidence from the data analysis supported the proposition that the teachers of regular health instruction had more positive attitude toward the establishment of health subject(80.3%). The school level was statistically significant(P<0.05). 5. The school principal was a highly significant factor as it affected the performance rate of regular health instruction by school nurses. The school level was statistically significant(P<0.001). 6. The length of past career, the degree of self confidence on health instruction, the need of health instruction did affect the performance rate of regular health instruction by school nurses. On the basis of the above mentioned, so as for regular health instruction of school to be activated more throughly, regular class must be introduced in the form of establishment of health subject, enhancement of quality on the part of school nurses, made and various methods for enhancing perception toward the regular health instruction on the part of school principal are to be carried out.

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Analysis of the Nursing Interventions performed by neurosurgery unit using NIC (간호중재분류체계(NIC)에 근거한 간호중재 수행분석 - 신경외과 간호단위 간호사를 중심으로 -)

  • Oh, Myung-Seon;Park, Kyung-Sook
    • Korean Journal of Adult Nursing
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    • v.14 no.2
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    • pp.265-275
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    • 2002
  • Pursose: The purpose of this study was to evaluate the selected nursing interventions and to describe the most common nursing interventions used by neurosurgery unit nurses. Method: The data was collected from 65 nurses of 5 general hospitals from Jan. 8, 2001 to Feb. 28, 2001. The instrument for this study was the Korean translation of 486 nursing intervention classifications, developed by MacClosky & Bluecheck in 2000. In the 486 nursing interventions 310 nursing interventions were selected, 8 from among the 10 professional nurses group in the neurosurgery care unit. The 310 nursing interventions were used in a secondary questionnaire. In the secondary questionnaire, all 310 intervention lables and definitions were listed. The data was analysed with SPSS program. Result: The results of this study are as follows. 1. The most frequently used nursing intervention domains were "physiological: complex", "physiological: basic", "Health system", "Behavior", "Safety", "Family". 2. Neurosurgery care unit core nursing interventions were performed several times a day by 50% or more of the Neurosurgery care unit. Neurosurgery core nursing intervention, 5 domain ("physiological: complex", "physiological: basic", "Health system", "Safety", "Behavior"), 16 class, 48 core nursing intervention. The most frequently used Neurosurgery core nursing interventions were Intravenous Therapy, Pressure ulcer prevention, Documentation, Airway suctioning, Medication: intravenous, Pain management, Medication: intramuscular, Shift report, Intravenous insertion, Positioning, Aspiration precaution, Pressure management, Physician support, Pressure ulcer care. 3. Compared with carrier and age of nurses, the more effective nursing interventions were "Family", Compared with the nursing place and the use of nursing interventions of nurses the most effective nursing interventions were "Health system" performed by nurse in university hospital. Conclusion: The purpose of this study was to analysis the nursing intervention performed by neurosurgery unit nurses. This study analyses nursing intervention and core nursing interventions performed by neurosurgery unit nurses. Basis on this study result, neurosurgery nursing interventions will be systematized, and progression of qualitative nursing, data of computerized nusing information system will be utilized.

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Analysis of Core Interventions of Operating Room using Nursing Intervention Classification (NIC간호중재분류체계를 이용한 수술실 핵심간호중재분석)

  • Lee, Yoon-Young;Park, Kwang-Ok
    • Journal of Korean Academy of Nursing Administration
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    • v.8 no.3
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    • pp.361-372
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    • 2002
  • Purpose : The purpose of study was to identify to analysis of core nursing interventions performed by Operating Room nurses. Method : The subjects of the study were arbitrarily selected nurses(n=104) working in Operating Room. The period for data collection was 15 days from July, 15, 2002 to July, 30. 2002. The instrument for study was 486 Nursing Interventions Classification developed by McClosky & Bulechek(2000) and was translated into Korean. In 486 nursing interventions, 57 nursing interventions were selected by more than half of 47 professional nurses group of Operating Room. 57 nursing interventions were used as a secondary questionnaire. In the secondary questionnaire, labels and definitions of all 57 interventions were listed. The collected data were self reported by Operating Room nurses. The data were analysed with SPSS program. Result : In 57 nursing interventions, the 'Behavior' domain was the most frequently used. Core interventions of Operating Room were performed several times a day by more than 50% of Operating Room nurses. Core interventions of Operating Room were 16 Core interventions, 7 classes, 5 domains. In the core interventions, the 'Physiological:Complex' domain was the most frequently used. Core interventions of Operating Room were Surgical Preperation, Infection Control:Intraoperative, Surgical Precautions, Fall Prevention, Documentation, Surgical Assistance, Environmental Management:Safety, Skin Surveillance, Physical Restraint, Pressure Ulcer Prevention, Environmental Management:Comfort, Infection Protection, Presence, Emotional Support, Specimen Management, Shift Report. Conclusion : Core interventions of Operating Room have implications for nursing care practice, nursing education, nursing research, and nursing information system in Operating Room.

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Secondary Analysis on Pressure Injury in Intensive Care Units

  • Hyun, Sookyung
    • International journal of advanced smart convergence
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    • v.10 no.2
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    • pp.145-150
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    • 2021
  • Patients with Pressure injuries (PIs) may have pain and discomfort, which results in poorer patient outcomes and additional cost for treatment. This study was a part of larger research project that aimed at prediction modeling using a big data. The purpose of this study were to describe the characteristics of patients with PI in critical care; and to explore comorbidity and diagnostic and interventive procedures that have been done for patients in critical care. This is a secondary data analysis. Data were retrieved from a large clinical database, MIMIC-III Clinical database. The number of unique patients with PI was 2,286 in total. Approximately 60% were male and 68.4% were White. Among the patients, 9.9% were dead. In term of discharge disposition, 56.2% (33.9% Home, 22.3% Home Health Care) where as 32.3% were transferred to another institutions. The rest of them were hospice (0.8%), left against medical advice (0.7%), and others (0.2%). The top three most frequently co-existing kinds of diseases were Hypertension, not otherwise specified (NOS), congestive heart failure NOS, and Acute kidney failure NOS. The number of patients with PI who have one or more procedures was 2,169 (94.9%). The number of unique procedures was 981. The top three most frequent procedures were 'Venous catheterization, not elsewhere classified,' and 'Enteral infusion of concentrated nutritional substances.' Patient with a greater number of comorbid conditions were likely to have longer length of ICU stay (r=.452, p<.001). In addition, patient with a greater number of procedures that were performed during the admission were strongly tend to stay longer in hospital (r=.729, p<.001). Therefore, prospective studies focusing on comorbidity; and diagnostic and preventive procedures are needed in the prediction modeling of pressure injury development in ICU patients.

The Relationship Between Self-Esteem, Disability Acceptance, and Depression in Adults with Physical Disabilities (성인 지체장애인의 자아존중감, 장애 수용 및 우울간의 관련성)

  • Moonkyoung Park;Younghee Jeong
    • Journal of Advanced Technology Convergence
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    • v.3 no.3
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    • pp.1-7
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    • 2024
  • This study aimed to identify the factors influencing depression in adults with physical disabilities through a secondary data analysis. The study analyzed data from 867 adults who reported having physical disabilities in the 2018 Panel Survey on Disability conducted by the Korea Disabled People's Development Institute. Descriptive statistics and logistic regression analysis were performed using SPSS 29.0 with a complex sample design. The cause of disability was acquired in 98.1% of the participants, and 53.8% of them reported experiencing depression. Self-esteem (OR=0.18, 95% CI=0.08-0.39) and disability acceptance (OR=0.17, 95% CI=0.08-0.38) were significant factors influencing depression in adults with physical disabilities. These findings suggest that interventions aimed at promoting disability acceptance and enhancing self-esteem may effectively alleviate depression in this population.

Secondary Science Teachers' PCK Components and Subcomponents Specific to the Learning Environment in an Online-offline Mixed Learning Environment (온-오프라인 혼합 학습환경에서 중등과학교사의 학습환경 특이적인 PCK 요소 및 하위요소)

  • Jisu, Kim;Aeran, Choi
    • Journal of the Korean Chemical Society
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    • v.66 no.6
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    • pp.472-492
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    • 2022
  • The purpose of this study was to investigate secondary science teachers' PCK components and subcomponents that are specific to online and offline learning environment. Data collection consisted of survey, class observation, and individual interviews of twelve science teachers. This study used a theoretical framework of PCK for deductive data analysis and articulated codes and themes through the following inductive analysis. Data analysis revealed that each of PCK components showed different specificity to the online and offline learning environment. And subcomponents of each PCK component were different according to the specificity of the online and offline learning environment. Teaching orientation toward science had a specific orientation for the online learning environment, i.e., 'learning science concept' and 'lecture centered instruction.' Knowledge of the science curriculum had online-offline mixed learning environment specific knowledge, i.e., 'reorganization of curriculum' and online learning environment specific knowledge, i.e., 'development of learning goal' and 'science curricular materials.' Knowledge of science teaching strategies had online learning environment specific knowledge, i.e., 'topic-specific strategy', 'subject-specific strategy', and 'interaction strategy' and COVID-19 offline learning environment specific knowledge, i.e., 'topic-specific strategy' and 'interaction strategy'. Knowledge of student science understanding had online learning environment specific knowledge, i.e., 'student preconception', 'student learning difficulty', 'student motivation and interest', and 'student diversity' and COVID-19 offline learning environment specific knowledge, i.e., student learning difficulty'. Knowledge of science assessment had online-offline mixed learning environment specific knowledge and online learning environment specific knowledge, i.e., assessment contents and assessment methods for each.

Analysis of Treatment Outcomes for Idiopathic and Secondary Frozen Shoulder with Traditional Korean Medicine : A Retrospective Study (특발성 및 속발성 동결견에 대한 한방복합치료 성과의 후향적 분석)

  • Lee, Ju Hyeon;Suk, Kyung Hwan;Ryu, Soo Hyeong;Lee, Su Yeon;Kim, Hong Guk;Ryoo, Dek Woo;Goo, Bon Hyuk;Kim, Min Jeong;Park, Yeon Cheol;Seo, Byung Kwan;Baek, Yong Hyeon
    • Journal of Acupuncture Research
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    • v.32 no.4
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    • pp.177-186
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    • 2015
  • Objectives : This study was performed to analyze treatment outcomes of idiopathic and secondary frozen shoulder patients with clinical characteristics, as well as percentage of pain reduction, and to find out relevant factors for pain reduction in the frozen shoulders of each patient group. Methods : Data were collected from outpatients who visited the Acupuncture and Moxibustion department and treated with traditional Korean Medical treatments at a Korean Medicine Hospital from June 12, 2006 to June 30, 2015. Patients were divided into two groups; idiopathic and secondary frozen shoulder, based on imaging and medical records. Clinical characteristics (demographic characteristics, disease characteristics, treatment characteristics) and percentage pain reduction were collected. Percentage pain reduction was compared between two groups and relevant factors for pain reduction were analyzed. Results : 78 outpatients'medical records were reviewed. There was no significant difference of clinical characteristics between idiopathic and secondary frozen shoulder patients. In percentage pain reduction, there was no significant difference between the two groups. In the idiopathic frozen shoulder group, patients who had a short duration from the onset had a tendency for less pain (p<0.05). In the secondary frozen shoulder group, patients taking herbal medicine experienced significantly less pain (p<0.05). Conclusions : We could find no significant difference in percentage pain reduction with traditional Korean medicine between idiopathic and secondary frozen shoulder. Duration from the onset could be relevant in percentage pain reduction in idiopathic frozen shoulder, and taking herbal medicine could be relevant in the percentage pain reduction in secondary frozen shoulder.

Effect of Highly Concentrated Oxygen and Stimulus of Odors on the Performance of Secondary Tasks While Driving Using Vehicle Graphic Driving Simulator (자동차 화상시뮬레이터에서 운전 중 동시과제 수행에 고농도 산소와 향 자극이 미치는 영향)

  • Ji, Doo-Hwan;Min, Cheol-Kee;Ryu, Tae-Beum;Shin, Moon-Soo;Chung, Soon-Cheol;Kang, Jin-Kyu;Min, Byung-Chan
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.35 no.4
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    • pp.55-62
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    • 2012
  • In this study, it was observed through the ability of performing secondary tasks and baseline fetal heart rate how the supply of lavender, peppermint and highly concentrated oxygen (40%) affected distraction due to the performance of secondary tasks in the driving environment. Twelve male university students conducted secondary tasks while driving in the environments (6 in total) mixed and designed with oxygen concentration (21%, 40%) and the condition of odors (Normal, Lavender, Peppermint). The test was proceeded in order of stable state (5mins), driving (5mins), and secondary tasks (1min), and by extracting ECG data from every section by 30secs, the mean value of baseline fetal heart rate was calculated. As a result of analysis, in the ability of performing secondary tasks, a percentage of correct answers showed no difference in oxygen concentration and the condition of odors (p > 0.05). In performance completion time, a percentage of correct answers decreased showing a statistically significant difference in the condition of odors compared with the condition where odors were not provided (p < 0.05). As for baseline fetal heart rate, in the comparison between sections, while performing secondary tasks, it increased showing a significant difference compared with stable state and driving state (p < 0.05). The effect of interaction was observed in oxygen concentration and the condition of odors. When odors were not provided, baseline fetal heart rate decreased in 40% oxygen concentration compared with 21% oxygen concentration (p < 0.05), however, when peppermint was provided, it increased in 40% oxygen concentration compared with 21% oxygen concentration (p < 0.05). In conclusion, the fact that the condition of odors increased the ability of calculation, and when only the highly concentrated oxygen was provided, parasympathetic nerve system was activated, however, when highly concentrated oxygen was provided with peppermint at the same time, sympathetic nervous system (sns) was activated, which had a negative effect on the autonomic nervous system was drawn.

Test of Homogeneity Baseon Complex Survey Data : Discussion Based on Power of Test

  • Heo, Sun-Yeong;Yi, Su-Cheol
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.3
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    • pp.609-620
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    • 2005
  • In the secondary data analysis for categorical data, situations often arise in which the estimated cell variances are available, but not the full matrix of variances. In this case researchers are often inclined to use Pearson-type test statistics for homogeneity. However, for a complex sample observed cell proportions are not distributed as multinomial and Pearson-type test statistic generally is not distributed asymptotically as chi-square distribution. This paper evaluates powers for Wald test and Pearson-type test and the first order corrected test of Pearson-type test for homogeneity. The resulting power curves indicate that as the misspecification effect increases, the amount of inflation of significance level and the loss of power Pearson-type test are getting more severe.

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