Exploring the Usefulness of User-Generated Content for Business Intelligence in Innovation

2021 ◽  
Vol 17 (2) ◽  
pp. 44-70
Author(s):  
Mohammad Kamel Daradkeh
Keyword(s):  
Information Quality ◽  
Source Credibility ◽  
Information Source ◽  
Binary Logistic Regression ◽  
Two Dimensions ◽  
Reference Source ◽  
Content Quality ◽  
Active User ◽  
Negative Effect ◽  
Positive Effect

This study presents a systematic approach that integrates the information adoption model (IAM) with topic modeling to analyze the digital voice of users in online open innovation communities (OOICs) and empirically examines the usefulness of UGC with large amounts of redundant information and varying content quality across two dimensions: information quality and information source credibility. A total of 61,227 bug comments were collected from the OOIC of Huawei EMUI and analyzed using binary logistic regression. The results show that information timeliness and completeness have a positive effect on the usefulness of UGC in OOICs; conversely, information semantics have a negative effect on the usefulness of UGC. Prior user experience has no influence on the usefulness of UGC in OOICs, while active user contribution has a positive effect on the usefulness of UGC. The results of this study offer several implications to researchers and practitioners, and thus could serve as a pivotal reference source for further investigation of potential determinants of UGC usefulness in OOICs.

The arithmetic complexity of online grocery shopping: the moderating role of product pictures

2019 ◽  
Vol 119 (6) ◽  
pp. 1206-1222 ◽  
Author(s):  
Camille Desrochers ◽  
Pierre-Majorique Léger ◽  
Marc Fredette ◽  
Seyedmohammadmahdi Mirhoseini ◽  
Sylvain Sénécal
Keyword(s):  
Cognitive Load ◽  
Task Complexity ◽  
Information Source ◽  
Grocery Shopping ◽  
Experience Goods ◽  
Arithmetic Complexity ◽  
Content Type ◽  
Online Shoppers ◽  
Negative Effect ◽  
Positive Effect

Purpose Online grocery shopping possesses characteristics that can make it more difficult than regular online shopping. There are numerous buying decisions to make each shopping session, there are large ranges of product types to choose from and there is varied arithmetical complexity. The purpose of this paper is to examine how such characteristics influence the attitude of consumers toward online grocery shopping websites. Design/methodology/approach The authors hypothesized that the product type (search or experience product), the task arithmetic complexity, and the attention and cognitive load associated with browsing through product pictures have an effect on the attitude of online shoppers toward these websites. To test the hypotheses, 31 subjects participated in a within-subject laboratory experiment. Findings The results suggest that visual attention to product pictures has a positive effect on the attitude of online shoppers toward a website when they are shopping for experience goods, but that it has a negative effect on their attitude toward a website when the task arithmetic complexity is greater. They also suggest that the cognitive load associated with browsing through product pictures has a negative effect on the attitude of online shoppers toward a website when they are shopping for experience goods, and that greater cognitive load variation has a positive effect on their attitude toward a website when arithmetic task complexity is greater. Practical implications When designing online grocery websites, providing clear single unit quantities with pictures corresponding to the sales unit could help establish a clear baseline on which consumers can work out their quantity requirements. For decisions involving experience goods, product pictures may act as an important complementary information source and may even be more diagnostic than text description. Originality/value Results reinforce the relevance of enriching the study of self-reported measures of the user experience on e-commerce sites with automatic measures.

scholarly journals Analisis Faktor-Faktor yang Mempengaruhi Keputusan Migrasi Commuter di Kabupaten Demak

2018 ◽  
Vol 5 (4) ◽  
pp. 345-353
Author(s):  
Ahmad Shidiq
Keyword(s):  
Logistic Regression ◽  
Marital Status ◽  
Secondary Data ◽  
Binary Logistic Regression ◽  
Primary Data ◽  
Migration Decision ◽  
Significant Positive Effect ◽  
Rural Regions ◽  
Negative Effect ◽  
Positive Effect

Fenomena migrasi sangat mewarnai di beberapa negara berkembang, termasuk di berbagai daerah di Indonesia. Di Indonesia terutama banyak tenaga kerja yang berasal dari daerah pedesaan mengalir ke daerah perkotaan, Salah satunya dari Kabupaten Demak. Penelitian ini bertujuan untuk mengetahui faktor-faktor yang mempengaruhi keputusan migrasi commuter di Kecamatan Karangtengah Kabupaten Demak antara lain adalah pendapatan pendidikan, pekerjaan daerah asal, jumlah tanggungan serta status perkawinan. Dalam penelitian ini menggunakan data primer melalui instrumen kuesioner terhadap sampel yaitu sebanyak 89 responden, dan menggunakan data sekunder yaitu data dari instansi-instansi terkait serta literatur buku. Penelitian ini dilakukan di Kecamatan Karangtengah Kabupaten Demak. Analisi yang digunakan dalam penelitian ini adalah binary logistic regression. Hasil penelitian menunjukkan bahwa pendapatan berpengaruh negatif dan signifikan terhadap keputusan migrasi commuter, pendidikan berpengaruh positif dan tidak signifikan terhadap keputusan migrasi commuter, pekerjaan di daerah asal berpengaruh positif dan tidak signifikan terhadap keputusan migrasi commuter, jumlah tanggungan daerah asal berpengaruh negatif dan tidak signifikan terhadap keputusan migrasi commuter, status perkawinan berpengaruh positif dan signifikan terhadap keputusan migrasi commuter. The phenomenon of migration is very coloring in some developing countries , including in the various regions in Indonesia . In Indonesia especially many workers coming from rural regions flowed into the urban area, One of Demak District. This study aims to determine the factors that influence the decision of commuter migration in Sub Karangtengah Demak district include the earnings of education, employment areas of origin, number of dependents and marital status. In this research, using primary data through a questionnaire on the sample of 89 respondents, and using secondary data is data from relevant agencies and literature books. This research was conducted at Sub Karangtengah, Demak District. The analysis used in this study is a binary logistic regression. The results showed that the income a significant negative effect on the migration decision commuter, education has positive and not significant to the migration decision commuter, work in the area of origin has positive and not significant to the migration decision commuter, number of dependents homelands negative and not significant to decision commuter migration, marital status and significant positive effect on the decision commuter migration.

scholarly journals WHY DO THE ELDERLY KEEP WORKING?

TRIKONOMIKA ◽  
2020 ◽  
Keyword(s):  
Elderly Population ◽  
Binary Logistic Regression ◽  
The Elderly ◽  
Education Level ◽  
Primary Data ◽  
Minimum Sample Size ◽  
Negative Effect ◽  
Positive Effect ◽  
Effect Of Age

The elderly population are considered unproductive. However, in Kalisari village, many older people continue to work. This study aims to determine the effect of age, education level, number of dependents and other income on the elderly's decision to work. Primary data were collected using interview based on questionnaires. The population consists of 144 people aged 60+ comprising of 84 people who are unemployed and 60 unemployed. In this study, the determination of the minimum sample size was carried out with the Slovin formula to choose 60 respondents consisting of 30 employed and 30 unemployed. Data analysis using binary logistic regression shows that age and education level do not have a significant effect on the elderly population's decision to work, while other income has a significant negative effect and the number of family dependents has a significant positive effect on the elderly's decision to work.

scholarly journals Determinants of the Perceived Credibility of Rebuttals Concerning Health Misinformation

2021 ◽  
Vol 18 (3) ◽  
pp. 1345
Author(s):  
Yujia Sui ◽  
Bin Zhang
Keyword(s):  
Structural Equation ◽  
Information Quality ◽  
Source Credibility ◽  
Information Source ◽  
Cognitive Conflict ◽  
Equation Model ◽  
Self Confidence ◽  
Information Credibility ◽  
Likelihood Model ◽  
Source Reliability

Users provide and share information with a broad audience on different forms of social media; however, information accuracy is questionable. Currently, the health information field is severely affected by misinformation. Thus, addressing health misinformation is integral for enhancing public health. This research can help relevant practitioners (i.e., government officials, medical and health service personnel, and educators) find the most effective correctional interventions for governing health misinformation. We constructed a theoretical model for credibility-oriented determinants refuting misinformation based on the elaboration likelihood model. We aggregated 415 pieces of valid data through a questionnaire survey. A partial least squares structural equation model evaluated this research model. The results indicated that both perceived information quality and perceived source credibility can enhance perceived information credibility. Under some circumstances, the influence of information quality on information credibility may be more important than that of the information source. However, the cognitive conflict and knowledge self-confidence of information receivers weaken the influence of information quality on information credibility. In contrast, cognitive conflict can strengthen the influence of source credibility on information credibility. Further, perceived information quality can be affected by information usefulness, understandability, and relevance, while perceived source reliability can be affected by source expertise and authority.

scholarly journals Did the COVID-19 Pandemic Make Consumers Shop Alone? The Role of Emotions and Interdependent Self-Construal

2021 ◽  
Vol 13 (11) ◽  
pp. 6361
Author(s):  
Wojciech Trzebiński ◽  
Radosław Baran ◽  
Beata Marciniak
Keyword(s):  
Two Dimensions ◽  
Global Epidemic ◽  
Mediating Role ◽  
Self Construal ◽  
Interdependent Self ◽  
Negative Effect ◽  
Opposing Effects ◽  
The Impact ◽  
Positive Effect

The paper aims to assess the impact of the COVID-19 pandemic and possible future global epidemic events on shopping behavioral patterns. Specifically, the paper investigates consumer pandemic-related isolation behavior (which manifests itself via preference for shopping without leaving home, and avoiding contact with other people while shopping offline) as a consequence of consumer interdependent self-construal, with the mediating role of consumer pandemic-related emotions of disgust, fear for oneself, fear for others, and sadness. The results of two surveys conducted in different stages of the COVID-19 pandemic in Poland (October 2020, and January 2021, respectively) suggest two opposing indirect effects of interdependent self-construal on isolation behavior: a positive effect through disgust, and a negative effect through sadness. Additionally, a positive indirect effect through fear was visible in the second study. Moreover, two dimensions of interdependent self-construal (i.e., vertical and horizontal) are demonstrated to have opposing effects (a positive effect and a negative one, respectively) on pandemic-related disgust, and in turn on isolation behavior. The above results indicate that, in the context of the pandemic, consumer self-construal influences pandemic-related emotions, and in turn consumers’ tendency to isolate themselves. Implications for marketers and society were discussed from the perspective of economic and sustainability goals.

Ad Blocking

2021 ◽  
Author(s):  
Aleksandr Gritckevich ◽  
Zsolt Katona ◽  
Miklos Sarvary
Keyword(s):  
Consumer Surplus ◽  
Lower Content ◽  
Content Quality ◽  
Advertising Intensity ◽  
Negative Effect ◽  
The Impact ◽  
Positive Effect ◽  
Different Levels ◽  
Total Welfare

In recent years, ad blocking has become a significant threat to advertising-supported content. Adblockers typically negotiate with publishers, allowing some ads to go through in return for a payment, a practice called (partial) whitelisting in the industry. Ad blocking has a direct positive effect on consumers by reducing advertising intensity. On the other hand, the practice clearly hurts publishers and reduces their incentives to invest in content quality. Lower content quality, in turn has an indirect negative effect on consumers. This paper builds an analytic model to explore the net impact of ad blocking on consumers, how it depends on various market characteristics, and how uniformly it affects consumers. The results show that under a broad set of market conditions, total consumer surplus and even total welfare decline under ad blocking. Whereas some consumers are always better off with an ad blocker, for the average consumer, the impact of quality decline is larger than that of ad reduction. The analysis highlights the detrimental role of ad blockers’ current revenue model—in which value is created for the consumers but it is captured from publishers—in decreasing quality, consumer surplus, and total welfare. Analyzing the impact of varying levels of negotiation power between the ad blocker and publisher reveals that full negotiation power is not preferred by the ad blocker. A lower negotiation power allows the ad blocker to commit to less value extraction from the publisher, thereby leading to higher content quality. Additional model extensions show that the main results are robust. In the case of multiple publishers with different levels of competition between them, the strong negative effect of ad blocking on quality holds. This paper was accepted by Juanjuan Zhang, marketing.

ANALISIS PENGARUH RASIO PROFITABILITAS, LEVERAGE, LIKUIDITAS, FIRM AGE, DAN KEPEMILIKAN INSTITUSIONAL TERHADAP FINANCIAL DISTRESS

SIMAK ◽  
2018 ◽  
Vol 16 (01) ◽  
pp. 45-62
Author(s):  
Tirza Chrissentia ◽  
Julianti Syarief
Keyword(s):  
Financial Services ◽  
Financial Distress ◽  
Stock Exchange ◽  
Binary Logistic Regression ◽  
Institutional Ownership ◽  
Observation Data ◽  
Firm Age ◽  
Financial Decline ◽  
Negative Effect ◽  
Positive Effect

The condition of financial distress is a stage of corporate financial decline thatoccurred before a firm bankrupt. The purpose of this research is to analyze theinfluence of profitability, leverage, liquidity, firm age, institutional ownership of thepossibility of financial distress on non-financial services companies listed on theIndonesia Stock Exchange 2014-2016.The method of analysis used in this studyis binary logistic regression. Based on purposive sampling method, this studyobtained 89 companies as samples with 267 observation data. The results of thisstudy indicate that profitability, liquidity, firm age, and institutional ownership havea significant negative effect on the possibility of financial distress. Meanwhile, theleverage variable has a significant positive effect on the possibility of financialdistress.

scholarly journals Pengaruh Leverage, Bonus Plan, Ukuran Perusahaan, dan Profitabilitas pada Praktik Perataan Laba

2019 ◽  
pp. 58
Author(s):  
Made Anggi Adeliana Dewi ◽  
I Ketut Suryanawa
Keyword(s):  
Sampling Method ◽  
Practical Implication ◽  
Income Smoothing ◽  
Reference Source ◽  
Company Size ◽  
Analysis Technique ◽  
Negative Effect ◽  
Positive Effect ◽  
Practical Implications ◽  
Bonus Plan

The study was conducted on consumer goods industry companies for the period 2013-2017. The number of research samples is 165 observations chosen by non probability sampling method, namely purposive sampling. The data analysis technique uses logistic regression analysis. Based on the analysis, results can be obtained namely leverage does not affect the income smoothing practice; bonus plan has positive effect on income smoothing practices; company size has negative effect on income smoothing practices; and 4) profitability has no effect on income smoothing practices. The implications of this research can be divided into two types, namely theoretical and practical implications. Theoretical implications that can be a reference source of research relating to income smoothing practices and can support positive keaganen theory and accounting theory, while the practical implication is a consideration for investors in making investment decisions. Keywords: leverage, bonus plan, company size, profitability, income smoothing practice

scholarly journals Privacy Protection in Online Health Communities: Natural Experimental Empirical Study

10.2196/16246 ◽  
2020 ◽  
Vol 22 (5) ◽  
pp. e16246
Author(s):  
Yuanyuan Dang ◽  
Shanshan Guo ◽  
Xitong Guo ◽  
Doug Vogel
Keyword(s):  
Health Care ◽  
Empirical Study ◽  
Knowledge Sharing ◽  
Privacy Protection ◽  
Two Dimensions ◽  
Fixed Effect ◽  
Good Doctor ◽  
Negative Effect ◽  
Professional Health ◽  
Positive Effect

Background An online health community (OHC) is a novel sharing channel through which doctors share professional health care knowledge with patients. While doctors have the authority to protect their patients’ privacy in OHCs, we have limited information on how doctors’ privacy protection choices affect their professional health care knowledge sharing with patients. Objective We examined the relationship between privacy protection and professional health care knowledge sharing in OHCs. Specifically, we examined the effects of privacy protection settings in an OHC on doctors’ interactive professional health care knowledge sharing and searching professional health care knowledge sharing (two dimensions of professional health care knowledge sharing). Moreover, we explored how such effects differ across different levels of disease stigma. Methods We collected the monthly panel data of 19,456 doctors from Good Doctor, one of the largest OHCs in China, from January 2008 to April 2016. A natural experimental empirical study with difference-in-difference analysis was conducted to test our hypotheses. The time fixed effect and the individual fixed effect were both considered to better identify the effects of a privacy protection setting on professional health care knowledge sharing. Additionally, a cross-sectional analysis was performed for a robust check. Results The results indicate that the privacy protection setting has a significant positive effect on interactive professional health care knowledge sharing (β=.123, P<.001). However, the privacy protection setting has a significant negative effect on searching professional health care knowledge sharing (β=–.225, P=.05). Moreover, we found that high disease stigma positively impacts the effect of privacy protection on interactive professional health care knowledge sharing (coefficients are in the same valence) and negatively impacts the effects of privacy protection on searching professional health care knowledge sharing (coefficients are in the reverse valence). Conclusions Privacy protection has a bilateral effect on professional health care knowledge sharing (ie, a positive effect on interactive professional health care knowledge sharing and a negative effect on searching professional health care knowledge sharing). Such bilateral switches of professional health care knowledge sharing call for a balanced state in conjunction with practical implications. This research also identifies a moderate effect of disease stigma on privacy protection settings and professional health care knowledge sharing.

scholarly journals Keputusan Pekerja Lansia tetap Bekerja Pascapensiun dan Kaitannya dengan Kebahagiaan

2020 ◽  
Vol 12 (1) ◽  
pp. 89-101
Author(s):  
Jamalludin Jamalludin
Keyword(s):  
Binary Logistic Regression ◽  
The Elderly ◽  
Rank Test ◽  
Pension Insurance ◽  
Care Needs ◽  
Elderly Workers ◽  
Negative Effect ◽  
Wilcoxon Sign Rank ◽  
Sign Rank Test ◽  
Positive Effect

This study aims to determine the contribution of pension insurance, health needs, and type of work to the decision of elderly workers to continue working post-retirement and its relationship with happiness. The Indonesian Family Life Survey (IFLS) 2007 and IFLS 2014 were used as data, with an analysis unit of workers aged 52-65 years old in 2007. The analysis used is binary logistic regression and the Wilcoxon sign rank test. Pension insurance and work in the type of work with a large concentration demands a negative effect on the tendency of the elderly to continue working. Health care needs are fulfilled and work in the type of work with great physical demands has a positive effect on the tendency of the elderly to work. There is a difference in the level of happiness in the elderly when they are still actively working with when they are not working.

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