scholarly journals When the winner takes it all: online campaign factors influencing the success of donation-based crowdfunding for charitable causes 

2021 ◽  
Author(s):  
Noelia Salido-Andres ◽  
Marta Rey-Garcia ◽  
Luis Ignacio Alvarez-Gonzalez ◽  
Rodolfo Vazquez-Casielles
Keyword(s):  
Logistic Regression ◽  
Quantitative Analysis ◽  
Digital Media ◽  
Online Communities ◽  
Previous Literature ◽  
Technical Design ◽  
Digital Platforms ◽  
Online Platform ◽  
Factors Influencing ◽  
Social Causes

AbstractThis research explores the extent to which campaign factors may influence the success of donation-based crowdfunding (DCF) promoted online with social purposes. Factors that may explain the success of online fundraising campaigns for social causes are firstly identified from previous literature and linked to DCF campaigns through a set of hypotheses: disclosure, imagery, updating, and spreadability. Following, their explanatory capacity is measured through quantitative analysis (logistic regression) based on 360 all-or-nothing campaigns fostered by nonprofits through an online platform. Results confirm the high explanatory capacity of determinants related to the updating and spreadability of the campaign. However, factors related to the disclosure and imagery do not influence their success. This research suggests that the success of online campaigns is closely related to share and update transparent information of those details that contributors deem relevant. Implications are drawn for the effective technical design and management of DCF campaigns channeled through digital media, and specifically for the engagement with potential online communities of funders in digital platforms.

scholarly journals A STUDY ON FACTORS INFLUENCING THE CONSUMER BUYING BEHAVIOUR WITH RESPECT TO NYKAA

2020 ◽  
Vol 22 (12) ◽  
Author(s):  
Vyshnosri Pendyala ◽  
Keyword(s):  
Personal Care ◽  
Time Saving ◽  
Digital Platforms ◽  
Online Platform ◽  
Factors Influencing ◽  
Changing Trends ◽  
The World ◽  
Buying Behaviour ◽  
Beauty Products ◽  
The Way

A few years ago, industries like beauty and personal care thrived more on the store experience of touch, feel and smell. We never knew that industries like beauty and personal care would probably make their way into digital platforms. We are all well-known with the fact that the evolution of e-commerce sites has made lives easier, simpler and time-saving in the world. Through this the changing trends have proved that the beauty and personal care industries are no exception to the digital mode. This paper explains about how did the e-commerce platforms have changed the way consumers choose online medium of shopping over the offline and the factors effecting the buying behaviour of the consumers regarding an online platform, Nykaa, with respect to their purchase of cosmetic and beauty products.

scholarly journals A STUDY ON FACTORS INFLUENCING THE CONSUMER BUYING BEHAVIOUR WITH RESPECT TO NYKAA

2020 ◽  
Vol 22 (12) ◽  
Author(s):  
Vyshnosri Pendyal ◽  
Keyword(s):  
Personal Care ◽  
Buying Behavior ◽  
Time Saving ◽  
Digital Platforms ◽  
Online Platform ◽  
Factors Influencing ◽  
Changing Trends ◽  
The World ◽  
Buying Behaviour ◽  
Beauty Products

A few years ago, industries like beauty and personal care thrived more on the store experience of touch, feel and smell. We never knew that industries like beauty and personal care would probably make their way into digital platforms. We are all well-known with the fact that the evolution of e-commerce sites has made lives easier, simpler and time-saving in the world. Through this the changing trends have proved that the beauty and personal care industries are no exception to the digital mode. This paper explains about how did the e-commerce platforms have changed the way consumers choose online medium of shopping over the offline and the factors effecting the buying behavior of the consumers regarding an online platform, Nykaa, with respect to their purchase of cosmetic and beauty products.

Epistemic media and critical knowledge about the self: Thinking about algorithms with Habermas

2021 ◽  
pp. 089692052110441
Author(s):  
Eran Fisher
Keyword(s):  
Digital Media ◽  
Historical Perspective ◽  
The Self ◽  
Theory Of Knowledge ◽  
Digital Platforms ◽  
Self Reflection ◽  
Types Of Knowledge ◽  
Critical Knowledge ◽  
The World ◽  
History Of

This article explores the ontology of personal knowledge that algorithms on digital media create by locating it on two axes: historical and theoretical. Digital platforms continue a long history of epistemic media—media forms and practices, which not only communicate knowledge, but also create knowledge. As epistemic media allowed a new way to know the world, they also facilitated a new way of knowing the self. This historical perspective also underscores a key difference of digital platforms from previous epistemic media: their exclusion of self-reflection from the creation of knowledge about the self. To evaluate the ramifications of that omission, I use Habermas’s theory of knowledge, which distinguishes critical knowledge from other types of knowledge, and sees it as corresponding with a human interest in emancipation. Critical knowledge about the self, as exemplified by psychoanalysis, must involve self-reflection. As the self gains critical knowledge, deciphering the conditions under which positivist and hermeneutic knowledges are valid, it is also able to transform them and expand its realm of freedom, or subjectivity. As digital media subverts this process by demoting self-reflection, it also undermines subjectivity.

The alternative negative constructions in spoken and written Korean: Logistic regression analysis

2019 ◽  
Vol 15 (2) ◽  
pp. 419-442
Author(s):  
Beom-mo Kang
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Logistic Regression Analysis ◽  
Mixed Effects ◽  
Written Language ◽  
Regression Analyses ◽  
Relevant Factor ◽  
Factors Influencing ◽  
Frequency Of Use ◽  
Relevant Factors

AbstractAdopting quantitative corpus-based methods, this paper focuses on the alternative negative constructions in Korean, [anV] and [Vanhda]. Logistic regression analyses for a mixed-effects model were carried out on data drawn from the Sejong Korean Corpus. Certain features of the verb or adjective in negative constructions significantly affect the use of the two negative constructions. A relevant factor is register/medium (spoken or written), among other significant interactions of factors. Furthermore, the fact that frequency is consistent with other relevant factors, together with certain diachronic facts of Korean, supports the claim that frequency of use plays an important role in linguistic changes. Another finding is that, notwithstanding noticeable differences between spoken and written language, the factors influencing the use of the two negative constructions in Korean are largely similar in the spoken and written registers.

scholarly journals Quantitative Analysis of Comprehensive Influence of Music Network Based on Logistic Regression and Bidirectional Clustering

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-15
Author(s):  
Yi-Kun Zhao ◽  
Guo-Qing Wang ◽  
Xiao-Xiao Zhan ◽  
Peng-Hui Yang
Keyword(s):  
Logistic Regression ◽  
Quantitative Analysis ◽  
Comprehensive Evaluation ◽  
Dynamic Network ◽  
Measurement Model ◽  
Music Similarity ◽  
Pagerank Algorithm ◽  
Change Factors ◽  
Cluster Analysis Method ◽  
The Impact

This paper makes a quantitative analysis of the comprehensive influence of music networks. Firstly, 11 music features are selected from energy, popularity, and other aspects to build a comprehensive evaluation index of music influence, and the PageRank algorithm is used to quantify the music influence. Secondly, the multiobjective logistic regression is used to construct the music similarity measurement model and, combined with music influence and music similarity, to judge whether the influence of different musicians is the actual influence. Thirdly, the influence and similarity of the same music genre and different music genres are analyzed by using the two-way cluster analysis method. Finally, the lasso region is used for feature selection to obtain the change factors in the process of music evolution and analyze the dynamic changes in the process of music development. Therefore, this paper uses network science to build a dynamic network to analyze the similarity of music, the evolution process, and the impact of music on culture, which has certain research significance and practical value in the fields of music, history, social science, and practice.

scholarly journals Reevaluating the Influence of Leaders Under Proportional Representation: Quantitative Analysis of Text in an Electoral Experiment

2021 ◽  
Vol 12 ◽  
Author(s):  
Annika Fredén ◽  
Sverker Sikström
Keyword(s):  
Statistical Analysis ◽  
Quantitative Analysis ◽  
Statistical Models ◽  
Proportional Representation ◽  
Previous Literature ◽  
Vote Choice ◽  
Election Campaigns ◽  
Similar Extent ◽  
Text Data ◽  
Representation Systems

We propose that leaders play a more important role in voters’ party sympathy in proportional representation systems (PR) than previous research has suggested. Voters, from the 2018 Swedish General Election, were in an experiment asked to describe leaders and parties with three indicative keywords. Statistical models were conducted on these text data to predict their vote choice. The results show that despite that the voters vote for a party, the descriptions of leaders predicted vote choice to a similar extent as descriptions of parties. However, the order of the questions mattered, so that the first questions were more predictive than the second question. These analyses indicate that voters tend to conflate characteristics of leaders with their parties during election campaigns, and that leaders are a more important aspect of voting under PR than previous literature has suggested. Overall, this suggests that statistical analysis of words sheds new light of underlying sympathies related to voting.

Learning landslide hazard in a virtual environment at University level combining real case study, collaborative work and innovative tools

2021 ◽  
Author(s):  
Marta Guinau ◽  
Gloria Furdada
Keyword(s):  
Digital Media ◽  
Collaborative Work ◽  
Relevant Information ◽  
Landslide Hazard ◽  
Mitigation Strategies ◽  
Significant Information ◽  
Digital Platforms ◽  
Face To Face ◽  
Triggering Factors ◽  
Different Types

<p>The pandemic situation we are experiencing has forced us to transform face-to-face teaching into virtual teaching. Digital platforms hinder the interaction, discussion and feedback that naturally occur in a face-to-face class, but at the same time, they provide an opportunity to put the focus on the student’s learning rather than on content delivering. Learning include both, inductive and deductive processes; induction can be effectively acquired by using case studies; then, deduction can be achieved through comparison, analysis, generalisation and synthesis.  Digital platforms appear as an optimal resource to facilitate the individual and collaborative tasks and learning processes. In this work we present our experience on the landslide hazard subject (Master’s level) focussed on the student’s learning through the use of digital media.</p><p>Internet information of undeniable quality that can be easily accessed is basic: The Landslide Blog by Dave Petley (https://blogs.agu.org/landslideblog/) in Blogosphere hosted by AGU (American Geophysical Union) provides valuable and updated information on landslide events occurring worldwide. The learning activities are structured around several cases selected by the lecturer from the blog to ensure the analysis of the most frequent landslide types. All activities are developed in 8 steps: 1) The teacher presents the learning action (objective, tasks, and assessment guide) using a Genially platform interactive image; 2) Each student selects one of the proposed cases and compile relevant information about it; 3) Each student analyses the landslide characteristics, identifies the landslide type  and classifies it according to Hungr et al., 2014 (available through the educational virtual platform), and recognises the control and triggering factors (one virtual session is programmed and a forum tool is provided to the students to discuss and to solve doubts); 4) Each student selects and organizes the significant information about each case by building an interactive image in Genially; 5) Each student presents each case using his/her interactive image in a virtual session, which is recorded and uploaded to the educational platform; 6) Students peer evaluate the content and design of the interactive images and oral presentations based on the provided assessment guide; 7) During a predetermined time, students collaboratively compile all the information in a Google sheet table to synthesize the geomorphological characteristics, materials involved, mobilization mechanisms and control and triggering factors of the different types of landslides; 8) the synthetic table is discussed and  completed during a virtual session.</p><p>All the knowledge and skills acquired by students with these activities are put into practice in a two-day field trip where students have to identify, characterize and classify different types of landslides as well as their control and triggering factors. The risk situation and the mitigation strategies are discussed in each case and compared to the ones studied through virtual learning. Furthermore, students get used and learn how to clearly present information through virtual tools, as Genially, useful for dissemination purposes.</p><p>Hungr et al. 2014. The Varnes classification of landslide types, an update. Landslides 11(2). DOI: 10.1007/s10346-013-0436-y</p>

The Global White Snake as Digital Activist Project

2021 ◽  
Vol 5 (1) ◽  
pp. 109-124
Author(s):  
Liang Luo
Keyword(s):  
United States ◽  
Digital Media ◽  
Oral Tradition ◽  
The United States ◽  
Digital Platforms ◽  
Green Card ◽  
Permanent Resident ◽  
Resident Alien ◽  
Human World ◽  
Contemporary United States

There is a long oral tradition and written record for the legend of the White Snake. As a woman, her “original sin” is being a snake. She is a snake who has cultivated herself for hundreds, if not thousands, of years to attain the form of a beautiful woman. Living as a resident “alien” (yilei) in the “Human Realm” (renjian), the White Snake has always been treated with suspicion, fear, exclusion, and violent suppression/exorcism. The White Snake is an immigrant to the human world, whose serpentine identity made her a “resident alien,” the legal category given to immigrants in the United States before they receive their “Green Card” and become a “permanent resident.” The implication of being a snake woman in the human world took on new meanings when the COVID-19 pandemic worsened the existing xenophobia, fear, and suspicion toward minority populations in the contemporary United States and throughout the world. Inspired by the Chinese White Snake legend, the three Anglophone opera, film, and stage projects from Cerise Lim Jacobs, Indrani Pal-Chaudhuri, and Mary Zimmerman, energetically engage with issues relevant to minority activism in the United States and more broadly, through digital media and digital platforms.

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