• Title/Summary/Keyword: labeling effect

Search Result 260, Processing Time 0.025 seconds

How Does Social Media's Labeling Affect Users' Believability and Engagement? The Moderating Role of Regulatory Focus

  • Hui-Ying Han;Youngsok Bang
    • Asia pacific journal of information systems
    • /
    • v.34 no.1
    • /
    • pp.91-113
    • /
    • 2024
  • In the wake of the COVID-19 pandemic, unsubstantiated information concerning vaccines and the coronavirus has proliferated on various social media platforms. Consequently, we have considered viable actions to mitigate the impact of such unverified content, enabling individuals to use social media platforms more effectively and minimize any ensuing confusion. Recent measures in this area have included YouTube's practice of labeling vaccine or corona videos as authoritative when emanating from reputable organizations and Twitter's practice of flagging vaccine-related content as potentially misleading or taken out of context. This study seeks to explore how such contrasting labeling practices influence users' believability and engagement differentially, while also examining the moderating impact of regulatory focus. The results indicate that authoritative labeling positively influenced users' believability and engagement, whereas misleading labeling adversely affected users' believability and engagement. Additionally, our findings revealed that authoritative labeling has a stronger impact on promotion-focused individuals, while misleading labeling has a more pronounced effect on prevention-focused individuals. Our findings offer insights into how social media platforms can design and present information to their users, taking into account their regulatory focus.

Effect Analysis of a Artificial Intelligence Attention Redirection Compensation Strategy System on the Data Labeling Work Attention Concentration of Individuals with Developmental Disabilities (인공지능 주의환기 보상전략 시스템이 발달장애인의 데이터 라벨링 작업 주의집중력에 미치는 효과 분석)

  • Yong-Man Ha;Jong-Wook Jang
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.24 no.2
    • /
    • pp.119-125
    • /
    • 2024
  • This paper investigates the effect of an artificial intelligence attention redirection compensation strategy system on the data labeling work attention concentration by individuals with developmental disabilities. Task accuracy and task performance for each session were used as measures of attention concentration. As a result of the study, after the intervention was applied, a significant improvement in attention concentration was observed in all study subjects compared to self-serving task. These results mean that artificial intelligence technology can have a positive effect on improving the attention span of people with developmental disabilities during data labeling tasks. This study shows that the application of artificial intelligence technology can improve the quality of learning data by improving the accuracy of data labeling tasks for people with developmental disabilities, and is expected to provide important implications for vocational training programs related to data labeling for people with developmental disabilities.

A Study on the Effect of Perception Improvement through GMO Education: A Case of Kyungnam University Students (GMO 교육을 통한 인식개선 효과 연구: 경남대학교 학생을 대상으로)

  • Eun-Hee Seo
    • Journal of the Korean Society of Industry Convergence
    • /
    • v.27 no.2_2
    • /
    • pp.307-318
    • /
    • 2024
  • This study conducted to examine the effects of a GMO education(n=108 university students). Although the experience of encountering GMO was 84.3%, awareness was moderate or lower for 76.9%, 62% were unaware of GMO labeling, and 44.4% had no previous education on GMO. After the education, GMO positive perceptions, specifically in terms of improving work efficiency(p<0.05), negative perception(p<0.001), and GMO knowledge increased significantly(p<0.05). The need for expanding GMO labeling (p<0.05) and adjust to 0.9%(exclusion criteria) for labeling(p<0.001) increased significantly. Moreover, there was a significant increase in the need and willingness to accept a price increase for the full labeling system(p<0.01), with a significant increase in the willingness to pay up to 20%(p<0.05). The pre-contemplation stage showed a significant decrease(p<0.001). The preparation and behavior and maintenance stage showed a significant increase(p<0.001). Based on these findings, it is suggested that GMO education be implemented to provide accurate information and emphasize the necessity of consumers' right to know and choose through the implementation of the full labeling system of GM foods.

Perception of Elementary School Parents in Gyeongbuk Area on Allergenic Food Labeling System and Children's Food Allergy Status (경북지역 초등학교 학부모의 알레르기 유발식품 표시제도에 대한 인지도 및 자녀의 식품알레르기 실태)

  • Kim, Young Gyun;Yu, Kyoung Hye;Ly, Sun Yung
    • Korean Journal of Human Ecology
    • /
    • v.22 no.5
    • /
    • pp.491-506
    • /
    • 2013
  • The allergenic food labeling system for 12 foods has been operated in Korean school food service since 2012. This study was conducted to evaluate the food allergy status of Korean elementary school children's and their parents' perceptions of allergenic food labeling system. The parents of school aged(6-9yr olds) children in Gyeongbuk area were recruited to assist in this survey. Surveys were conducted by 404 parents. The prevalence of food allergy was 18.1%(73 students) and about one-half of the food allergic children had a family history of allergies, in particular, maternal family history. The major symptoms were related to skin and the major allergenic foods were mackerel, eggs, milk, wheat, crab and tomatoes. The parents eliminated the allergenic food from diet of 43.8% of the children with food allergy. Participants had an average knowledge score of 68% correct. The average knowledge score was higher for parents with food allergic children than for parents with intact children(p<.05). Over 61% of the respondents were not satisfied with allergenic food labeling system operated in school food service. The requirements for the allergenic food labeling system were the front-of-package labeling, conspicuous description and insert of warning sign. The parents estimated that the most important effect of the allergenic food labeling system was the improvement of psychological and physical health in children with food allergy. Because the only prevention method for food allergy is the restriction of allergenic food, the institutional device to expand the food labeling to unpackaged food as well as packaged food and to make people trust the food labeling should be prepared.

Consumer Perception Survey for the Improvement of Nutrition Labeling (Nutrition Comparative Claim) on Sodium Content (가공식품의 나트륨함량표시 개선을 위한 소비자 인식도 조사)

  • Kang, Eun-Jin;Lee, Hwa Jung;Hwang, Kyung Mi;Koo, Yong Eui;Kim, Gun-Hee
    • Journal of the Korean Society of Food Culture
    • /
    • v.32 no.3
    • /
    • pp.244-257
    • /
    • 2017
  • Nutrition labeling can provide information in order for people to select products suitable for their own health, and sodium content labeling for processed foods is important since sodium is one of the main causes of cardiac diseases. This study had carried out to propose the desirable sodium content labeling by conducting surveys on the awareness of sodium content in processed foods, understanding of sodium content labeling, and requirements for new sodium comparative claims. The survey period was from 12th of September, 2016 through the 24th, during which a self-administered questionnaire survey was given to 1,003 persons through demographic quota sampling by age and region. As a result of the survey, 66.0% of respondents assuring nutrition labeling answered they check sodium content labeling, whereas 83.2% were aware of excessive intake of sodium having a negative effect on health. Exactly 49.9% of respondents answered that the current system for nutrition labeling on processed foods does not help one to understand the content of sodium, whereas 72.9% answered they wanted to compare sodium contents with those of other products when buying or taking processed foods. As 92.5% cited the importance of sodium comparative claims made by processed foods, preparation of a new system for food labeling should be considered by which consumers can easily compare sodium contents with those of other similar products.

Moderating Effect of Education-Hours on the Relationship between Knowledge of Country-of-Origin Labeling and Performance in Hotel Culinary Staff (호텔조리직원들의 음식점 원산지표시에 대한 지식과 수행도 관계와 교육시간 조절효과)

  • Kwon, Ki-Wan;Chong, Yu-Kyeong
    • Culinary science and hospitality research
    • /
    • v.22 no.4
    • /
    • pp.37-50
    • /
    • 2016
  • This study aims to examine the effect that the degree of knowledge about country-of-origin labeling on country-of-origin labeling work performance, which is a culinary staff task. This study is also intended to analyze differences in knowledge depending on hours of origin labeling education, and the moderating effect of education hours in the relationship between knowledge and performance. This study targeted culinary staff members working in ten five-star hotels in Seoul. A total of 205 self-administered questionnaires were distributed from November 14th to 27th, 2014, and 240 questionnaires(98.4%) were used for analysis after the exclusion of 4 with unreliable responses. Based on the data collected, frequency analysis, reliability test, exploratory factor analysis, simple regression analysis, t-test and moderating regression analysis were conducted using SPSS 18.0 program. The study findings are as follows. Culinary staff knowledge of origin labeling had a significantly positive effect on job performance and the degree of knowledge was higher in the group that attended one to two-hour periods of education. This suggests a differences in knowledge depending on the hours of education, which then had a moderating effect on the relationship between knowledge and performance. In conclusion, in order to improve knowledge of country-of-origin labeling and the level of performance, there is a need to increase education hours and enable culinary staff memebers to learn more knowledge and apply it to actual tasks. Based on these results, the limitation of the study and the direction of future research were also discussed.

A study on the perception of nutrition labeling among high school boys based on their weight (서울지역 일부 남자 고등학생의 비만도 수준에 따른 영양표시에 대한 인지조사)

  • Eo, Hyo-Seon;Lee, Jung-Sug;Min, Hee-Eun;Hong, Hee-Ok
    • Journal of Nutrition and Health
    • /
    • v.45 no.2
    • /
    • pp.150-158
    • /
    • 2012
  • This study was conducted to investigate the relationship between knowledge of nutrition labeling and the effect on eating habits with 300 high school boys in Seoul. The subjects were divided into an underweight (UW) group (BMI < $18.5kg/m^2$, n = 42), a normal weight (NW) group ($18.5kg/m^2\;{\leq}\;BMI\;<\;23kg/m^2$, n = 129) and an overweight (OW) group (BMI ${\geq}\;23kg/m^2$, n = 79) based on their body mass index (BMI). The average age of participants was 17.8 years old and their mean height and weight were 174.9 cm and 66.5 kg. The mean BMI of subjects was $21.7kg/m^2$ which fell within the normal range. Seventy six point four percent of subjects perceived nutrition labeling and they acquired the information pertaining to it through TV and internet. The UW group and the OW group obtained it from their parents, relatives and friends, while NW group acquired it from school. There were significant differences among groups in the acquired source of the information on nutrition labeling (p < 0.05). The NW group and the OW group trusted nutrition labeling more than the UW group, but there were no significant differences among them. Forty five point five percent of the UW group and 40.7% the NW group were satisfied with nutrition labeling education, while only 15.8% of the OW group did it. The OW group checked nutrition labeling more than the UW group and the NW group at the point of food purchase. The primary reason for examining nutrition labeling was 'to check nutrient contents' in the UW group and the NW group, while the OW group examined it to improve health including regulation of body weight. There were significant differences among groups with regards to the reason for examining nutrition labeling (p < 0.001). The OW group was aware that nutrition labeling affected their eating ha-bits significantly more than the other groups (p < 0.05). Therefore, application-centered education on nutrition labeling and the strong support of the government is needed in order to improve nutrition labeling use and to apply the information from nutrition labeling into student dietary life.

Labeling network applicaion study policy settings for optimized transmission of multimedia internet (멀티미디어 인터넷망의 최적화 전송을 위한 라벨링망 응용 정책설정 고찰)

  • Gu, Hyun-Sil;Hwang, Seong-kyu
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.19 no.8
    • /
    • pp.1780-1784
    • /
    • 2015
  • Traditional IP routing, see only the Destination Address When Forwarding Layer 3 routing and exchange information and Destination-Based Routing Lookup is required for all Hop. Thus, all routers Full Internet routing information, the route information of more than about 120,000 may require. Therefore, the router configuration, which can be dispersed in the environment, the traffic load is required in accordance with this congestion. In this study, a unique characteristic of the Internet in the environment of an existing network Best Effect for QoS guarantee and hardware high speed switching of large multimedia data transmitted using a Labeling for forwarding a packet environment configuration is required. Video Stream Broadcast Transport Labeling rather than in much of the higher performance of the multi-step policy to most of the Video Stream Packet deulim was fixed to Labeling Header Format proposes a method of applying an effective QoS policy to a more simplified policy.

The Effect of Bifidobacteria and Various Oligosaccharides Consumption on the Risk of Colon Cancer in Rats

  • Khil, Jin-Mo
    • Nutritional Sciences
    • /
    • v.8 no.4
    • /
    • pp.219-225
    • /
    • 2005
  • This study examined the effect of viable bifidobacteria and non-digestible carbohydrates on the cecal pH, colonic neoplastic lesion (aberrant crypt) and proliferating cell nuclear antigen (PCNA) labeling index in carcinogen-treated mts. Animals received s.c. injection of dimethylhydrazine (DMH) (15 mg/kg body weight) twice 3 days apart. Three days after the second carcinogen administration, the treatments were begun. 1he treatments were basal diet (AIN-76) with skim milk (Basal/skim), or the following diets with daily gavage of $10^8$ bifidobacteria: basal (Basal/bifido), $2\%$ fructo-oligosaccharide (FOS/bifido), $2\%$ soybean oligosaccharide (SBO/bifido), $2\%$ wheat bran oligosaccharide (WBO/bifido) and $8.4\%$ wheat bran (WB/bifido). After 4 weeks of treatment, cecal pH was measured using a pH probe. The number of aberrant crypt (AC), aberrant crypt foci (ACF) and crypt multiplicity were enumerated and colonic PCNA labeling index was determined using immunohistochemistry. Cecal pH was significantly reduced in SBO/bifido and FOS/bifido groups compared to control group. However, there were no significant differences in either number of AC or rates of cell proliferation as shown by PCNA labeling index among the groups, although mts fed FOS/bifido reduced the numbers of ACF compared to Basal/skim group. The SBO/bifido group did not reduce the number of ACF or PCNA labeling index. Also, other oligosaccharides did not reduce the risk of colon cancer compared to control group. The concomitant reduction of cecal pH and number of ACF suggest that the combination of bifidobacteria and FOS may reduce the risk of colon cancer.

Effect Analysis of a Deep Learning-Based Attention Redirection Compensation Strategy System on the Data Labeling Work Productivity of Individuals with Developmental Disabilities (딥러닝 기반의 주의환기 보상전략 시스템이 발달장애인의 데이터 라벨링 작업 생산성에 미치는 효과분석)

  • Yong-Man Ha;Jong-Wook Jang
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.24 no.1
    • /
    • pp.175-180
    • /
    • 2024
  • This paper investigates the effect of a deep learning-based system on data labeling task productivity by individuals with developmental disabilities. It was found that interventions, particularly those using AI, significantly improved productivity compared to self-serving task. AI interventions were notably more effective than job coach-led approaches. This research underscores the positive role of AI in enhancing task efficiency for those with developmental disabilities. This study is the first to apply AI technology to the data labeling tasks of individuals with developmental disabilities and highlighting deep learning's potential in vocational training and productivity enhancement for this group.