scholarly journals Effect of the Period From COVID-19 Symptom Onset to Confirmation on Disease Duration: Quantitative Analysis of Publicly Available Patient Data (Preprint)

2021 ◽  
Author(s):  
Myung-Bae Park ◽  
Eun Young Park ◽  
Tae Sic Lee ◽  
Jinhee Lee
Keyword(s):  
Regression Analysis ◽  
Early Diagnosis ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Symptom Onset ◽  
Local Governments ◽  
Clinical Symptoms ◽  
Positive Association ◽  
Total Prevalence ◽  
Prevalence Period

BACKGROUND In general, early intervention in disease based on early diagnosis is considered to be very important for improving health outcomes. However, there is still insufficient evidence regarding how medical care that is based on the early diagnosis of confirmed cases can affect the outcome of COVID-19 treatment. OBJECTIVE We aimed to investigate the effect of the duration from the onset of clinical symptoms to confirmation of COVID-19 on the duration from the onset of symptoms to the resolution of COVID-19 (release from quarantine). METHODS For preliminary data collection, we performed data crawling to extract data from social networks, blogs, and official websites operated by local governments. We collected data from the 4002 confirmed cases in 33 cities reported up to May 31, 2020, for whom sex and age information could be verified. Subsequently, 2494 patients with unclear symptom onset dates and 1349 patients who had not been released or had no data about their release dates were excluded. Thus, 159 patients were finally included in this study. To investigate whether rapid confirmation reduces the prevalence period, we divided the duration from symptom onset to confirmation into quartiles of ≤1, ≤3, ≤6, and ≥7 days, respectively. We investigated the duration from symptom onset to release and that from confirmation to release according to these quartiles. Furthermore, we performed multiple regression analysis to investigate the effects of rapid confirmation after symptom onset on the treatment period, duration of prevalence, and duration until release from isolation. RESULTS We performed multiple regression analysis to investigate the association between rapid confirmation after symptom onset and the total prevalence period (faster release from isolation). The time from symptom onset to confirmation showed a negative association with the time from confirmation to release (<i>t</i><sub>1</sub><i>=−</i>3.58; <i>P</i>&lt;.001) and a positive association with the time from symptom onset to release (<i>t</i><sub>1</sub>=5.86; <i>P</i>&lt;.001); these associations were statistically significant. CONCLUSIONS The duration from COVID-19 symptom onset to confirmation date is an important variable for predicting disease prevalence, and these results support the hypothesis that a short duration of symptom onset to confirmation can reduce the time from symptom onset to release.

scholarly journals PENGARUH PARTISIPASI PUBLIK, TRANSPARANSI ANGGARAN DAN KOMITMEN PERUMUS KEBIJAKAN TERHADAP RESPONSIVITAS ANGGARAN

2016 ◽  
Vol 12 (1) ◽  
pp. 26-38
Author(s):  
Benny Sigiro
Keyword(s):  
Regression Analysis ◽  
Public Participation ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Local Governments ◽  
Community Organization ◽  
Community Leaders ◽  
Survey Method ◽  
Policy Makers ◽  
Budgeting Process

This study aimed to investigate the linkages the responsiveness of the budget with public participation, budget transparency and commitment of policy makers in term of local budgeting process. Based on the survey method, data for this study obtained through questionnaires submitted to the respondents include of local governments elements, legislators and public element (citizen, community leaders, NGOs, community organization and other relevant organizations) in Sleman Regency. The data were analyzed to test the hypothesis by using multiple regression analysis. The results of this research showed that public participation, budget transparency and commitment of policy makers, simultaneously and partially has a positive and significant impact on the responsiveness of the budget. The results also confirm the implications and limitations which discussed in the end of the study.   Penelitian ini bertujuan untuk mengetahui keterkaitan respon dari anggaran dengan partisipasi masyarakat, transparansi anggaran dan komitmen dari pembuat kebijakan dalam hal proses penganggaran daerah. Berdasarkan metode survei, data untuk penelitian ini diperoleh melalui kuesioner yang diajukan kepada responden meliputi pemerintah daerah elemen, legislator dan elemen masyarakat (warga negara, tokoh masyarakat, LSM, organisasi masyarakat dan organisasi terkait lainnya) di Kabupaten Sleman. Data dianalisis untuk menguji hipotesis dengan menggunakan analisis regresi berganda. Hasil penelitian ini menunjukkan bahwa partisipasi publik, transparansi anggaran dan komitmen dari pembuat kebijakan, secara simultan dan parsial memiliki dampak positif dan signifikan terhadap respon dari anggaran. Hasil ini juga mengkonfirmasi implikasi dan keterbatasan yang dibahas dalam akhir penelitian.

scholarly journals PENGARUH KOMPETENSI SUMBER DAYA MANUSIA, KOMUNIKASI, DAN SARANA PRASARANA TERHADAP KESIAPAN PEMERINTAH DAERAH DALAM PENERAPAN “PP NOMOR 12 TAHUN 2019”

2021 ◽  
Vol 5 (1) ◽  
pp. 58-90
Author(s):  
Sri Mulya Saputri ◽  
Nur Azlina ◽  
Rofika Rofika
Keyword(s):  
Regression Analysis ◽  
Data Analysis ◽  
Local Government ◽  
Human Resources ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Local Governments ◽  
Government Regulation ◽  
Sampling Technique ◽  
Analysis Method

This study aims to determine the effect of the competence of human resources, communication and infrastructure on the readiness of local governments in implementing “PP No. 12 of 2019” in the local government of Rokan Hulu district. The population and sample in this study amounted to 45 OPD or 180 respondents. Sampling technique used in this study is saturated sampling, and the data analysis method used is multiple regression analysis using SPSS version 26. The results of this study indicate that the competence of human resources, communication and infrastructure has a significant effect on the readiness of local governments in implementing Government Regulation “No. 12 of 2019”.

scholarly journals Corporate Governance Mechanisms and Intellectual Capital Efficiency: Evidence from Malaysia

2018 ◽  
Vol 11 (1) ◽  
pp. 83
Author(s):  
Hasmanezan Hassan ◽  
Najihah Marha Yaacob
Keyword(s):  
Corporate Governance ◽  
Regression Analysis ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Intellectual Capital ◽  
Audit Committee ◽  
Value Added ◽  
Positive Association ◽  
Trade Model ◽  
Code Of Corporate Governance

The objective of this study is to investigate the relationship between Corporate Governance (CG) mechanisms and Intellectual Capital (IC) efficiency following the revision of the Malaysian Code of Corporate Governance (MCCG) in 2012. A final sample of 150 large companies was chosen from the companies listed on the main board of Bursa Malaysia for 2014. The Value Added Intellectual Coefficient (VAIC&trade;) model was utilized to measure the IC efficiency and tested using multiple regression analysis. The multiple regression analysis revealed that board size and frequency of audit committee meetings have a significant and positive association with IC efficiency, but no evidence existed for an association between board composition and role duality on IC efficiency.The result of this study could be useful for regulators and policy makers, particularly to the Securities Commission Malaysia, to further revise and strengthen its MCCG. This study adds to the shortage of literature by providing evidence on the effects of CG attributes on IC efficiency subsequent to the revised Malaysian Code on Corporate Governance (MCCG) 2012.

scholarly journals Accounting Based Return Analysis of Selected Fuel and Power Sector Companies in Bangladesh

2019 ◽  
Vol 6 (2) ◽  
pp. 67-70
Author(s):  
Shamem Ara Mili ◽  
Md. Abdus Sabur ◽  
Md. Nazrul Islam
Keyword(s):  
Regression Analysis ◽  
Correlation Analysis ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Positive Association ◽  
Negative Association ◽  
Descriptive Statistics ◽  
Multiple Correlation ◽  
Power Sector ◽  
Multiple Correlation Analysis

The present study is an attempt to explore the contemporary profitability status of 5 (five) selected fuel and power sector companies enlisted in DSE, Bangladesh and the interrelationship between sales based returns (GPM, OPM, and NPM) and investment based returns (ROA and ROE) over the period of 2012 to 2016 for the same companies. Using descriptive statistics the present study has found that the profitability position of the sample companies is satisfactory, multiple correlation analysis revealed that there is a positive association between sales based returns and ROA whereas negative association between sales based returns and ROE, and the multiple regression analysis showed that 97.70 percent variance is explained by the predictors OPM, ROA, and ROE of the dependent variable OABR (overall accounting based return) in the selected fuel and power sector companies of Bangladesh.  

scholarly journals Eksternalitas Pertambangan Emas Rakyat di Kabupaten Buru Maluku

2014 ◽  
Vol 1 (1) ◽  
pp. 71-86
Author(s):  
Una Selvi Tuaputy ◽  
Eka Intan Kumala Putri ◽  
Zuzy Anna
Keyword(s):  
Regression Analysis ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Local Governments ◽  
Public Perception ◽  
Gold Mining ◽  
Mining Activities ◽  
The Public ◽  
The Cost

Gold mining carried out in the Buru Regency, “Gunung Botak”, has been held since 2012. The mining regulations are governed by local governments. The aims of this research were: 1) to identify and estimate the cost of gold mining transactions, 2) to identify and estimate WTP WTP transaction costs and improve the quality of the environment, and 3) to know the public perception about the existence of the mine. 4) to identify the value of externalities of gold mining activities.of illegal gold mining activities  The methods analysis  used was statistical analysis approach, the analysis of changes in the analysis of willingness to pay (WTP) with CVM models, multiple regression analysis of linear logistic and multiple regression analysis. The results of this study were: 1) The entry fee to the mining was set by the local government in Kayeli plains known by the King (the head of Kayeli village). The entry fee for the male miners was Rp.750.000/ person per-three months, whereas it was Rp.500.000/ person per three months for women miners. 2) The desire to pay for the improvement of environmental quality was RP.430.000/ person/ month. 3) The public perception of the existence of gold mining was that 20 respondents chose the mining to close and 24 respondents chose the mining to open, 4) the value of exstenalities taken from gold mining activities was IDR.131.803.251.922.

Pengaruh Citra Merek, Kualitas Produk Dan Harga Terhadap Kepuasan Konsumen Pada Bisnis Franchise Minuman

2017 ◽  
Vol 24 (2) ◽  
pp. 144-153
Author(s):  
Yunita Fitri Wahyuningtyas
Keyword(s):  
Regression Analysis ◽  
Marketing Strategy ◽  
Product Quality ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Sampling Method ◽  
Sampling Technique ◽  
Sampling Process ◽  
And Function ◽  
Simultaneous Influence

This research is conducted upon the emergence of many companies producing the same product of the same kind and function. It leads to the urgency of proper and well planned marketing strategy. This research aims to investigate how far the influence of branding, product quality, and price toward consumer’s satisfaction in beverage franchise business. This research utilizes 5 likert scale questionnaire which is tested by using multiple regression analysis to reveal whether or not there is partial and simultaneous influence of branding, product quality, and price toward consumer’s satisfaction in beverage franchise business. Sampling method is accidental sampling technique, in which sample of particular population is taken based on the accessibility and availability of the sample during the sampling process. Sample used is 100 samples among consumers or customers of Mang Endy Milkshake. The result shows that branding, product quality, and price influence consumer’s satisfaction in beverage franchise business.

Significance of Experience, Farm Size, Quantity of Propagules and Location f or Seaweed Farmers in the Divided Island of Sebatik

2018 ◽  
Vol 9 (9) ◽  
pp. 825-832
Author(s):  
James M. Alin ◽  
◽  
Datu Razali Datu Eranza ◽  
Arsiah Bahron ◽  
◽  
...  
Keyword(s):  
Regression Analysis ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Production Function ◽  
Weather Conditions ◽  
Education Level ◽  
Farm Size ◽  
Total Production ◽  
Explanatory Factors ◽  
Douglas Production Function

Seaweed-Kappaphycus-Euchema Cottonii and Denticulum species was first cultivated at Sabah side of Sebatik in 2009. By November 2014, sixty one Sabahan seaweed farmers cultivated 122 ha or 3,050 long lines. Thirty Sabahan seaweed farmers in Kampung Pendekar (3.2 m.t dried) and 31 in Burst Point (12.5 m.t dried) produced 16 metric tonnes of dried seaweed contributed 31% to Tawau’s total production (51 m.t). The remaining 69% were from farmers in Cowie Bay that separates Sebatik from municipality of Tawau. Indonesian in Desa Setabu, Sebatik started in 2008. However, the number of Indonesian seaweed farmers, their cultivated areas and production (as well as quality) in Sebatik increased many times higher and faster than the Sabah side of Sebatik. In 2009 more than 1,401 households in Kabupaten Nunukan (including Sebatik) cultivated over 700 ha and have produced 55,098.95 and 116, 73 m.t dried seaweed in 2010 and 2011 respectively. There is a divergence in productions from farming the sea off the same island under similar weather conditions. Which of the eight explanatory factors were affecting production of seaweeds in Sebatik? Using Cobb Douglas production function, Multiple Regression analysis was conducted on 100 samples (50 Sabahan and 50 Indonesian). Results; Variable significant at α = 0.05% are Experience in farming whereas Farm size; Quantity of propagules and Location — Dummy are the variables significant at α 0.01%. Not significant are variables Fuel; Age; Number of family members involved in farming and Education level.

Adiksi Internet pada Remaja

2019 ◽  
Vol 7 (1) ◽  
pp. 72-78
Author(s):  
Ismalia Prambayu ◽  
Mulia Sari Dewi
Keyword(s):  
Regression Analysis ◽  
Social Skills ◽  
Multiple Regression Analysis ◽  
Multiple Regression ◽  
Parenting Style ◽  
Internet Addiction ◽  
Psychological Factors ◽  
Social Skill ◽  
Analysis Method ◽  
Loneliness Scale

AbstractInternet addiction has become a worrying phenomenon for Indonesian teenagers. This research was conducted to determine whether the psychological factors will influence internet addiction in adolescents. This research uses quantitative with multiple regression analysis method. The winning sample is 200 adolescents. The instrument collects data using a scale internet addiction scale that compiled by Griffiths (2005) and developed by Lemmens (2009), Parenting Authority Questionnaire (PAQ) developed by Buri (1991), Social Skill Inventory (SSI) developed by Riggio (1986), and A Rasch-Type Loneliness Scale compiled by De Jong Gierveld (2006).  The results showed that there were significant differences in the parenting style, social skills, and loneliness on the tendency of internet addiction in adolescents.AbstrakAdiksi Internet menjadi salah satu fenomena yang mengkhawatirkan untuk remaja Indonesia. Penelitian ini dilakukan untuk mengetahui faktor psikologis apakah yang memberikan pengaruh terhadap kecenderungan adiksi internet pada remaja. Sampel pada penelitian ini berjumlah 200 remaja dengan menggunakan metode analisis kuantitatif. Penelitian ini menggunakan alat ukur sebagai berikut, alat ukur adiksi internet yang dikembangkan oleh Lemmens (2009), Parenting Authority Questionnaire (PAQ) yang dikembangkan oleh Buri (1991), Social Skill Inventory (SSI) yang dikembangkan oleh Riggio (1986), dan A Rasch-Type Loneliness Scale yang disusun oleh De Jong Gierveld (2006). Berdasarkan hasil pengujian ditemukan pengaruh signifikan gaya pengasuhan, keterampilan sosial, dan kesepian terhadap kecenderungan adiksi internet pada remaja.

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