Investigation of Goodreads’ reviews: Kakutanied, deceived or simply honest?

2019 ◽  
Vol 75 (3) ◽  
pp. 612-626 ◽  
Author(s):  
Lala Hajibayova
Keyword(s):  
Cultural Production ◽  
High Rate ◽  
Function Words ◽  
Content Type ◽  
Cultural Objects ◽  
Emotion Words ◽  
Reading Choices ◽  
Shed Light ◽  
Traditional Representation

Purpose The purpose of this paper is to present an analysis of Goodreads’ user-generated book reviews from a linguistic perspective for insights into the psychological aspects of reviewers’ perceptions and behaviors. This examination of users’ language and perspectives may shed light on the role and value of user-generated reviews in complementing the traditional representation of resources and facilitating the discoverability of cultural objects. Design/methodology/approach This study involved a textual analysis of 474,803 unique reviews of Goodreads’ 2015 top-rated books generated by 9,335 Goodreads’ reviewers. In order to better understand the nuances of user-generated reviews, a content analysis was applied to 2,500 reviews of each of the five top-ranked titles in Goodreads’ Fiction Literature genre category. Findings The analysis of user-generated reviews demonstrates that language is a quite stable and reliable dimension across Goodreads’ users. The high rate of function words utilized, in particular I-words, coupled with positive emotion words, suggests that reviewers tended to convey their opinions in order to influence other individuals’ reading choices, or in Bourdieu’s (1985) terms, influence cultural production. In line with previous studies of user-generated reviews, the prevalence of positive reviews may also imply their unreliable nature. This study supports the importance of transparency regarding inclusion of user-generated reviews in traditional systems of knowledge representation, organization and discovery, such as WorldCat. Originality/value This study contributes to better understanding of linguistic characteristics of Goodreads’ reviews, including the role and value of user-generated reviews in complementing traditional representation of resources and facilitating discoverability of cultural objects.

The cultural production of commodities

2014 ◽  
Vol 9 (2) ◽  
pp. 124-138 ◽  
Author(s):  
Benedicte Brøgger ◽  
Birgit Helene Jevnaker
Keyword(s):  
Cultural Production ◽  
Cultural Work ◽  
Business And Society ◽  
Design Work ◽  
Content Type ◽  
Critical Studies ◽  
Participatory Research Methods ◽  
Practical Implications ◽  
Shed Light ◽  
New Framework

Purpose – The purpose of the paper is to shed light on the particular organizing design practices behind making items exchangeable into commodities. It is a constructive contribution to establish more critical studies of merchandizing. Design/methodology/approach – The study included several longitudinal projects in retail chains in Scandinavia. The research was based on anthropological and participatory research methods. We introduce the term “waremaking” as a term for the work to make items exchangeable and expand on a distinction between silent and seen design (Gorb and Dumas, 1987). Findings – Waremaking is business, but includes giving form to relations between business and society to make exchanges at all possible. We found considerable silent design work that is not commonly acknowledged in economic and social theory. Research limitations/implications – There is a need for comparative and aggregate studies. We deconstruct the conventional categories “commodities” and “merchandizing” and a study of the contingent effects on the meaning of other constructs is needed. Practical implications – Introducing the notion of waremaking yields important insights for organizations and managers. We offer a new framework of waremaking that crosses existing boundaries and helps construct new interfaces between designers, traders and consumers in society. Social implications – The papers reveal merchandizing as a culturally complex and nuanced form of work and a crucial field of practice. Originality/value – Scholars have denoted little attention to the cultural work of merchandizing. By delineating a new practice-based framework encompassing both ordinary and extraordinary work, we can address the cultural production of commodities.

Graphic novels through the lens of Goodreads reviews: Artistic, textual, or blend of both?

2021 ◽  
pp. 096100062110338
Author(s):  
Lala Hajibayova ◽  
Mallory McCorkhill
Keyword(s):  
Positive Emotions ◽  
Graphic Novels ◽  
High Rate ◽  
Social Orientation ◽  
Function Words ◽  
Reading Experience ◽  
Auxiliary Verbs ◽  
Reading Choices ◽  
Visual Characteristics ◽  
Machine Analysis

In this study, a textual analysis of the linguistic characteristics of Goodreads user-generated reviews associated with popular graphic novels revealed reviewers’ rich evaluations of both textual and visual characteristics of the novels as well as the embodied orientation of the reviewers’ narrations, wherein positive emotions associated with the reading experience dominated. Overall, the blend of users’ unique perceptions of textual and visual characteristics of graphic novels contributes to the genre’s vivid representation and discoverability. The machine analysis of user-generated reviews revealed a high rate of function words, pronouns, and auxiliary verbs, which may suggest reviewers’ social orientation. This high rate of function words and the overall positive tone of the reviews may also be interpreted as reviewers’ attempts to promote their reviews and influence others’ reading choices.

The effect of Medicare Part D on prescription drug composition and demand

2015 ◽  
Vol 42 (2) ◽  
pp. 170-185 ◽  
Author(s):  
David Zimmer
Keyword(s):  
Prescription Drug ◽  
Medicare Part D ◽  
Medicare Part ◽  
Part D ◽  
Content Type ◽  
The Us ◽  
Upper Respiratory ◽  
Nationally Representative ◽  
The Impact ◽  
Shed Light

Purpose – The US Medicare Modernization Act of 2003 introduced optional prescription drug coverage, beginning in 2006, widely known as Medicare Part D. This paper uses up-to-date nationally representative survey data to investigate the impact of Part D not only on drug spending and consumption, but also on the composition of drug consumption. The paper aims to discuss these issues. Design/methodology/approach – Specifically, the paper investigates whether Part D impacted the number of therapeutic classes for which drugs were prescribed, and also whether Part D lead to increased usage of drugs for specific medical conditions that typically receive drug-intensive therapies. Findings – In addition to confirming findings from previous studies, this paper shows that Part D increased the number of therapeutic classes to which seniors receive drugs by approximately four classes. Part D also lead to increased usage of drugs used to treat upper respiratory disease, hypertension, and diabetes. Originality/value – While mostly concurring with previous studies on the spending impacts of Part D, this paper is the first to shed light on other impacts of Part D, specifically with respect to its impact on therapeutic classes for which drugs are prescribed.

Preliminary results of linear accelerator radiosurgery for acoustic schwannomas

1996 ◽  
Vol 85 (6) ◽  
pp. 1013-1019 ◽  
Author(s):  
William M. Mendenhall ◽  
William A. Friedman ◽  
John M. Buatti ◽  
Francis J. Bova
Keyword(s):  
Stereotactic Radiosurgery ◽  
Local Control ◽  
Linear Accelerator ◽  
Local Control Rate ◽  
Magnetic Resonance Images ◽  
High Rate ◽  
Content Type ◽  
Treatment Volume ◽  
Fine Print

✓ In this paper the authors evaluate the results of linear accelerator (LINAC)—based stereotactic radiosurgery for acoustic schwannomas. Fifty-six patients underwent LINAC-based stereotactic radiosurgery for acoustic schwannomas at the University of Florida between July 1988 and November 1994. Each patient was followed for a minimum of 1 year or until death; no patient was lost to follow up. One or more follow-up magnetic resonance images or computerized tomography scans were obtained in 52 of the 56 patients. Doses ranged between 10 and 22.5 Gy with 69.6% of patients receiving 12.5 to 15 Gy. Thirty-eight patients (68%) were treated with one isocenter and the dose was specified to the 80% isodose line in 71% of patients. Fifty-five patients (98%) achieved local control after treatment. The 5-year actuarial local control rate was 95%. At the time of analysis, 48 patients were alive and free of disease, seven had died of intercurrent disease, and one was alive with disease. Complications developed in 13 patients (23%). The likelihood of complications was related to the dose and treatment volume: 10 to 12.5 Gy to all volumes, three (13%) of 23 patients; 15 to 17.5 Gy to 5.5 cm3 or less, two (9%) of 23 patients; 15 to 17.5 Gy to more than 5.5 cm3, five (71%) of seven patients; and 20 to 22.5 Gy to all volumes, three (100%) of three patients. Linear accelerator—based stereotactic radiosurgery results in a high rate of local control at 5 years. The risk of complications is related to the dose and treatment volume.

Characterizing response quantity on academic social Q&A sites: a multidiscipline comparison of linguistic characteristics of questions

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Lei Li ◽  
Anrunze Li ◽  
Xue Song ◽  
Xinran Li ◽  
Kun Huang ◽  
...  
Keyword(s):  
Information Needs ◽  
Function Words ◽  
Second Person ◽  
Content Type ◽  
Five Disciplines ◽  
Negative Effect ◽  
Academic Communication ◽  
High Level ◽  
The Impact ◽  
The Relationship

PurposeAs academic social Q&A networking websites become more popular, scholars are increasingly using them to meet their information needs by asking academic questions. However, compared with other types of social media, scholars are less active on these sites, resulting in a lower response quantity for some questions. This paper explores the factors that help explain how to ask questions that generate more responses and examines the impact of different disciplines on response quantity.Design/methodology/approachThe study examines 1,968 questions in five disciplines on the academic social Q&A platform ResearchGate Q&A and explores how the linguistic characteristics of these questions affect the number of responses. It uses a range of methods to statistically analyze the relationship between these linguistic characteristics and the number of responses, and conducts comparisons between disciplines.FindingsThe findings indicate that some linguistic characteristics, such as sadness, positive emotion and second-person pronouns, have a positive effect on response quantity; conversely, a high level of function words and first-person pronouns has a negative effect. However, the impacts of these linguistic characteristics vary across disciplines.Originality/valueThis study provides support for academic social Q&A platforms to assist scholars in asking richer questions that are likely to generate more answers across disciplines, thereby promoting improved academic communication among scholars.

“It's the work climate that keeps me here”: the interplay between the HRM process and emergent factors in the construction of employee experiences

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Maarit Laiho ◽  
Essi Saru ◽  
Hannele Seeck
Keyword(s):  
High Performance ◽  
Design Methodology ◽  
Qualitative Interview ◽  
Employee Perceptions ◽  
Content Type ◽  
Systematic Data ◽  
High Performance Work System ◽  
Employee Experience ◽  
The Relationship ◽  
Shed Light

PurposeThe purpose of this paper is to explore the interplay between human resource management (HRM) and emergent factors in constructing a strong HRM climate. Specifically, the paper aims to shed light on how employee perceptions of the HRM process and emergent factors together construct a strong HRM climate, i.e. employees' shared perceptions of HRM.Design/methodology/approachThe paper uses qualitative interview data (managers and employees) from two organisations operating in Finland. The data are analysed based on a systematic data analysis and gives an illustration of the interplay between high-performance work system and the emergent factors.FindingsThe findings illustrate the three types of interplay between HPWS and emergent factors – supplementation, substitution and suffocation – that construct employee experience.Originality/valueThe paper extends earlier discussions on the relationship between HRM and employee experience by empirically examining how the HRM process – together with emergent factors – constructs a strong HRM climate. The present study contributes to further theorising and increasing our understanding of the creation of employee experience.

Navigeren in het onderzoeksveld en het onderzoekersveld: reflecties op onderzoekspositionaliteit in (vermeend) insideronderzoek

KWALON ◽  
2021 ◽  
Vol 26 (1) ◽  
pp. 43-51
Author(s):  
Jing Hiah
Keyword(s):  
Social Science ◽  
Social Science Research ◽  
Science Research ◽  
Research Process ◽  
Research Field ◽  
Content Type ◽  
Insider Research ◽  
Labour Relations ◽  
Research Findings ◽  
Shed Light

Abstract Navigating the research and researchers’ field: Reflections on positionality in (assumed) insider research To challenge rigid ideas about objectivity in social science research, qualitative researchers question their own subjectivity in the research process. In such endeavors, the focus is mainly on the positionality of the researcher vis-à-vis their respondents in the research field. In this contribution, I argue that the positionality of the researcher in academia, what I refer to as the researchers’ field, is equally important as it influences the way research findings are received and evaluated. Through reflections on positionality in my insider research concerning labour relations and exploitation in Chinese migrant businesses in the Netherlands and Romania, I explore how my positionality as an insider negatively influenced my credibility and approachability in the researchers’ field. I conclude that it is necessary to pay more attention to researchers’ positionality in academia as it may shed light on and make it possible to discuss the written and unwritten standards of researchers’ credibility and approachability as an academic in the researchers’ field. Accordingly, this could provide insights into the causes of inequalities in academia and contribute to the current challenge for more diversity in academia.

Predictors of e-publishing adoption in environments of uncertainty

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Emmanuel Chukwunonye Ifeduba
Keyword(s):  
Copyright Protection ◽  
Predictive Value ◽  
Design Methodology ◽  
Publishing Industry ◽  
Innovation Adoption ◽  
Digital Publishing ◽  
Empirical Examination ◽  
Content Type ◽  
Education Industry ◽  
Shed Light

Purpose Many developing environments are characterised by uncertainties and research on how these uncertainties impact development in different industries is on-going. However, there is hardly any empirical examination of how this phenomenon impacts innovation adoption in the publishing industry, notwithstanding that the education industry largely depends on publishing. This study aims to interrogate this phenomenon with a view to describing clearly the factors that influence e-publishing innovation adoption in environments of uncertainty. Design/methodology/approach E-publishing data were collected from 79 websites whereas 109 firms filled out a questionnaire both online and offline. Four interviews were conducted and data were analysed using the SPSS to compute frequencies, percentages and correlates of digital publishing innovation adoption. Findings Book piracy and curriculum uncertainty were found to play greater influential roles in the adoption of e-publishing; and though they both correlated positively with e-publishing adoption, only book piracy has a significant predictive value in the adoption of e-publishing. Originality/value The results of this study shed light on the predictors of digital publishing adoption and should help interested publishers and scholars in environments of uncertainty to understand why efforts should be intensified to pursue copyright protection and enforcement.

What challenges and opportunities will lead to success?

2018 ◽  
Vol 10 (6) ◽  
pp. 631-634 ◽  
Author(s):  
Jorge Costa ◽  
Mónica Montenegro ◽  
João Gomes
Keyword(s):  
International Economic ◽  
Developing Countries ◽  
Content Analysis ◽  
Design Methodology ◽  
Theme Issue ◽  
Content Type ◽  
Income Sources ◽  
Tourist Flows ◽  
Challenges And Opportunities ◽  
Shed Light

Purpose This paper aims to introduce the papers in this issue and explain the pertinence of the strategic question. Design/methodology/approach A brief context for the strategic question is provided, as well as the issue alignment and a content analysis of the papers selected. Findings From the analysis of the papers selected for this theme issue, it becomes clear that tourism has become one of the major players in international economic, social and technological sectors, while representing one of the main income sources for developed and developing countries. Originality/value The papers selected for this issue shed light on an important problem: increasing tourist flows and overtourism at some world top destinations.

scholarly journals Shedding Light on the Role of the Skin in Vaccine-Induced Protection against the Malaria Sporozoite

mBio ◽  
2018 ◽  
Vol 9 (6) ◽  
Author(s):  
Johanna Patricia Daily
Keyword(s):  
Plasmodium Falciparum ◽  
Blood Vessels ◽  
Blood Stream ◽  
Mosquito Vectors ◽  
Protective Mechanisms ◽  
Partial Protection ◽  
Content Type ◽  
Shed Light ◽  
In Infants And Children

ABSTRACT The most advanced vaccine against Plasmodium falciparum malaria, RTS,S/AS01, provides partial protection in infants and children living in areas of malaria endemicity. Further understanding its mechanisms of protection may allow the development of improved second-generation vaccines. The RTS,S/AS01 vaccine targets the sporozoites injected by mosquito vectors into the dermis which then travel into the blood stream to establish infection in the liver. Flores-Garcia et al. (Y. Flores-Garcia, G. Nasir, C. S. Hopp, C. Munoz, et al., mBio 9:e02194-18, 2018, https://doi.org/10.1128/mBio.02194-18) shed light on early protective responses occurring in the dermis in immunized animals. They demonstrated that immunization impairs sporozoite motility and entry into blood vessels. Furthermore, they established that challenge experiments performed using a dermal route conferred greater protection than intravenous challenge in immunized mice. Thus, the dermal challenge approach captures the additional protective mechanisms occurring in the dermis that reflect the natural physiology of infection. Those studies highlighted the fascinating biology of skin-stage sporozoites and provided additional insights into vaccine-induced protection.

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