• Title/Summary/Keyword: Complex sampling design

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The Adoption of Big Data to Achieve Firm Performance of Global Logistic Companies in Thailand

  • KITCHAROEN, Krisana
    • Journal of Distribution Science
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    • v.21 no.1
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    • pp.53-63
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    • 2023
  • Purpose: Big Data analytics (BDA) has been recognized to improve firm performance because it can efficiently manage and process large-scale, wide variety, and complex data structures. This study examines the determinants of Big Data analytics adoption toward marketing and financial performance of global logistic companies in Thailand. The research framework is adopted from the technology-organization-environment (TOE) model, including technological factors (relative advantages), organizational factors (technological infrastructure and absorptive capability), environmental factors (industry competition and government support), Big Data analytics adoption, marketing performance, and financial performance. Research design, data, and methodology: A quantitative method is applied by distributing the survey to 450 employees at the manager's level and above. The sampling methods include judgmental, stratified random, and convenience sampling. The data were analyzed by Confirmatory Factor Analysis (CFA) and Structural Equation Model (SEM). Results: The results showed that all factors significantly influence Big Data analytics adoption, except technological infrastructure. In addition, Big Data analytics adoption significantly influences marketing and financial performance. Conversely, marketing performance has no significant influence on financial performance. Conclusions: The findings of this study can contribute to the strategic improvement of firm performance through Big Data analytics adoption in the logistics, distribution, and supply chain industries.

Design of a Frequency Offset Corrector and Analysis of Noises due to Quantization Angle in OFDM LAN Systems (OFDM 시스템에서 주파수편차 교정기의 설계와 각도 양자화에 의한 잡음의 분석)

  • 황진권
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.7A
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    • pp.794-806
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    • 2004
  • This paper deals with correction of frequency offset and analysis of quantization angle noise in the IEEE 802.1la OFDM system. The rotation phase per symbol due to the carrier frequency offset is estimated from auto-correlation of the short Preambles, which are over-sampled for the reduction of noise in OFDM signals. The pilot signals are introduced to estimate the rotation phase per OFDM symbol due to estimation error of the carrier frequency offset and the sampling frequency onset. During the estimation and correction of the frequency onsets, a CORDIC processor and a look-up table are used for the conversion between a rotation phase and its complex number. Being calculated by a limited number of bits in the CORDIC processor and the look-up table, the rotation phase and its complex number have quantization angle errors. The quantization errors are analyzed as SNR (signal to noise ratio) due to the quantization bit numbers. The minimum bit number is suggested to meet the specification of IEEE 802.1la properly. Finally, the quantization errors are evaluated through simulations on number of quantization bits and SNR of received signals.

Comparison of the general health status and oral health status between inexperienced and experienced groups of recent dental preventive treatment: The Seventh Korea National Health and Nutrition Examination Survey, 2016-2017 (최근 치과예방처치 무경험군과 경험군의 전신건강상태와 구강건강상태 비교 : 국민건강영양조사 제7기(2016-2017년) 자료를 활용하여)

  • Kim, Yu-Rin
    • Journal of Korean society of Dental Hygiene
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    • v.19 no.4
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    • pp.545-554
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    • 2019
  • Objectives: The purpose of this study was to compare the general health status and oral health status based on periodical dental preventive experience, and to find methods for regular dental prophylaxis, using the data obtained from the $7^{th}$ National Health and Nutrition Survey. Methods: This study was performed using data collected from the $7^{th}$ National Health and Nutrition Examination Survey (KNHANES). A total of 9,015 participants were selected for the study. Statistical analysis was performed using SPSS 21.0, with data obtained from a complex sampling design, and a significance level of 0.05 was set. General characteristics of the participants, oral health status, and recent preventive dental treatment were examined for a complex sampling frequency analysis, and the differences in distribution were analyzed using chi-square test. Results: The group that recently under went dental prophylaxis, when compared to the group that had not under gone dental prophylaxis recently, reported several 'no obstacles' for all items of the EQ-5D (p<0.05). Moreover, the group that recently underwent dental prophylaxis used all the oral care products (p<0.05). Conclusions: It is necessary to actively expand institutional supervision so that regular dental preventive measures can be undertaken to promote oral health that affects general health.

Association between obesity and high-sensitivity C-reactive protein in Korean adults without cardiovascular disease

  • Heashoon, Lee
    • Journal of Korean Biological Nursing Science
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    • v.25 no.1
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    • pp.32-42
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    • 2023
  • Purpose: This study aimed to investigate the association between obesity and high-sensitivity C-reactive protein (hs-CRP) levels in Korean adults without cardiovascular disease (CVD). Methods: The subjects were 3,634 adults, and data were extracted from the seventh Korea National Health and Nutrition Examination Survey (KNHANES VII-3). A complex sampling design analysis was applied to reflect the stratified and clustered weights. The data were analyzed using the complex sample Rao-Scott chi-square test and multiple logistic regression analysis (in SPSS for Windows version 26.0). Obesity, according to body mass index (BMI), was defined as obesity (BMI = 25-29.9 kg/m2), high obesity (BMI = 30-34.9 kg/m2), and super-high obesity (BMI ≥ 35 kg/m2), and abdominal obesity (AO) was defined as a waist circumference (WC) ≥ 90 cm in males and WC ≥ 85 cm in females. Results: The odds ratios for moderate CVD risk (hs-CRP; 1-3 mg/dL) were 2.21, 4.16, and 7.13 in the obesity, high obesity, and super-high obesity groups, respectively, compared to the normal BMI group. The odds ratio for moderate CVD risk was 2.18 in males with AO and 1.88 in females with AO. The odds ratios for high CVD risk (hs-CRP > 3 mg/L) were 4.40 and 17.55 in the high obesity and super-high obesity groups, respectively, compared to the normal BMI group. Conclusion: This study provides evidence that early detection and prevention programs for CVD should include obesity-related interventions aiming to modulate hs-CRP.

Drivers of Corporate Sustainable Performance across the Flight Catering Supply Chain

  • Joonhyeong Joseph KIM;Anita EVES
    • Journal of Distribution Science
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    • v.22 no.5
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    • pp.105-115
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    • 2024
  • Purpose: The purpose of the current study is to highlight the drivers of corporate environmentally and socially sustainable performance among different players including airlines, caterers, suppliers and logistics companies in the flight catering supply chain. Research design, data and methodology: Based on a qualitative research approach this study employed in-depth semi-structured interviews exploring the drivers of corporate sustainable performance with management from major in-flight catering stakeholders (n=23) from the perspective of constructivism. Using the snowball sampling approach, interviewees were carefully chosen to represent a diverse range of supply chain contexts (airlines, catering, non-food suppliers, and logistics companies). Results: By focusing on the complex context of multiple supply chain partners, the study identified a range of complex relationships between the drivers of sustainable performance in the supply chain: firm-led drivers, factors influencing firm-led drivers, partial influencers, and additional factor, cost. Conclusions: This study emphasizes that some drivers do not play an absolute role and has highlighted that there is a need for companies to change the attitude, that is to pay more than 'lip service' to improving sustainable performance. This study develops a theoretical framework of the drivers of corporate sustainable performance, along with its practical industry implications.

Factors Associated with Unmet Dental Needs among Single-Person Households in Korea

  • Kim, Dong-Hwi;Kim, Hyeongmi
    • Journal of dental hygiene science
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    • v.19 no.1
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    • pp.48-59
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    • 2019
  • Background: The purpose of this study is to provide the data for discussions related to oral health promotion policies for single-person households by analyzing the status of unmet dental needs and related factors in single-person households in Korea, based on the Anderson model. Methods: The data, obtained from 544 single-person households of those over 20 years old who were targeted for the 6th Korea National Health and Nutrition Examination Survey, were analyzed through a complex sample frequency analysis, complex sample cross analysis (Rao-Scott chi-square test), and complex sample binary logistic regression analysis on a complex sampling design. Results: The most frequently given reason for an unmet dental need among single-person households was economic (52.4%). Factors related to the unmet dental needs of single-person households are smoking, which is a predisposing factor; personal income levels, which are an enabling factor; chewing discomfort; and limited daily activities, which are need factors. Smokers, the high-income group, the chewing-discomfort group, and the limited activity group showed high unmet dental care experience. Smokers had a 2.75 times higher rate of unmet dental care than non-smokers, and the high-income group had a 5.29 times higher rate of unmet dental needs than the median group. The rate of unmet dental needs for the chewing discomfort group was 3.27 times higher than the non-chewing discomfort group, and the limited activity group had a 7.87 times higher rate of unmet dental needs than the non-limited activity group. Conclusion: It is necessary to map out policies designed to help maintain and promote met dental needs considered to be internally heterogeneous to single-person householders, based on the Anderson model.

A sample design for life and attitude survey of Gyeongbuk people (경북인의 생활과 의식조사 표본설계)

  • Kim, Dal-Ho;Cho, Kil-Ho;Hwang, Jin-Seub;Jung, Kyung-Ha
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.6
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    • pp.1155-1167
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    • 2009
  • We made a new sample design for life and consciousness survey of Kyungpook people in 2007. We used the 10% sample survey data of 2005 population and housing census as a survey population. After stratification, we allocate proportionally samples within strata after examining various characteristics in previous survey, which includes economic activity state, an income level per year, and housing possession. And we calculated weight in a new sample design and derived estimators and a formula of standard error using the weights.

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Chewing difficulty and multiple chronic conditions in Korean elders: KNHANES IV (임상가를 위한 특집 3 - 한국 노인에서 저작불편감과 복합만성질 환의 연관성: 제4기 국민건강영양조사)

  • Han, Dong-Hun
    • The Journal of the Korean dental association
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    • v.51 no.9
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    • pp.511-517
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    • 2013
  • To assess the association between oral health and general health, this study examined the relationship between chewing difficulty and twelve chronic health conditions such as hypertension, hyperlipidemia, diabetes, cerebro- and cardiovascular disease, musculoskeletal disease, respiratory disease, eye/nose/throat disease, stomach/intestinal ulcer, renal dysfunction, thyroid disease, depression, and cancer in Korea. The study population was 3,066 elders aged 65 years old and more from the fourth Korean National Health and Nutrition Examination Survey. Chewing difficulty was measured on a 5-point Likert scale. Chronic conditions were assessed by self-reported questionnaire. Confounders were age, gender, education, income, smoking, drinking, and obesity. Chi-square test, general linear model, and multiple logistic regression model were done with complex sampling design. Musculoskeletal disease (adjusted odds ratio=1.33), respiratory disease (adjusted odds ratio=1.52), and cancer (adjusted odds ratio=1.58) were independently associated with chewing difficulty. Multiple chronic conditions with more than 4 chronic disease showed significant association with chewing difficulty (adjusted odds ratio=1.37).

ISAR IMAGING FROM TARGET CAD MODELS

  • Yoo, Ji-Hee;Kwon, Kyung-Il
    • Proceedings of the KSRS Conference
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    • 2005.10a
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    • pp.550-553
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    • 2005
  • To acquire radar target signature, various kinds of target are necessary. Measurement is one of the data acquiring method, but much time and high cost is required to get the target data from the real targets. Even if we can afford that, the targets we can access are very limited. To obtain target signatures avoiding these problems, we build the target CAD (Computer Aided Design) model for the calculation of target signatures. To speed up RCS calculation, we applied adaptive super-sampling and tested quite complex tank CAD model which is 1.4 hundred of thousands facet. We use calculated RCS data for ID range profile and 2D ISAR (Inverse Synthetic Aperture Radar) image formation. We adopted IFFT (Inverse Fast Fourier Transform) algorithm combined with polar formatting algorithm for the ISAR imaging. We could confirm the possibility of the construction of database from the images of CAD models for target classification applications.

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The Design of a Real-Time Simulator on the Hydraulic Servo System

  • Chang, Sung-Ouk;Lee, Jin-Kul
    • International Journal of Precision Engineering and Manufacturing
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    • v.4 no.1
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    • pp.9-14
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    • 2003
  • In this study we suggest real-time simulator that could describe rent system without ordinary DSP card. This simulator is composed of 80196kc-16bit ordinary microprocessor, which is widely used up to now and personal computer. DSP card that has calculated complex numerical equation is replaced by personal computer and 80196kc generates control signals independently out of the personal computer. In all process personal computer is synchronized with one-board microprocessor (80196kc) within sampling time in the closed loop system. This makes it possible to be described in hydraulic servo system in real time.