scholarly journals #ForYou: The User’s Perspective on How TikTok Recommends Videos

2020 ◽  
Author(s):  
Marco Scalvini
Keyword(s):  
Thematic Analysis ◽  
Recommendation System ◽  
Safe Space ◽  
Self Identity ◽  
Ethical Concerns ◽  
Private Data ◽  
The Impact ◽  
Social Causes ◽  
Depth Interviews ◽  
Ethical Responsibilities

<p>The current study is aimed at understanding the impact of TikTok’s recommendation system. The algorithm is perceived as very efficient in targeting users but raises several ethical concerns regarding the ability to manipulate users’ experience and the extent to which private data and preferences are respected. Utilizing the data collected from 40 in-depth interviews, this study explores: How do users perceive TikTok’s ethical responsibilities in regard to their algorithmic recommendation system? Furthermore, the analysis discusses and evaluates the tension between a) how the platform’s algorithm feeds users similar videos that they highly appreciate; and, inversely, b) how the diversification of recommendations is limited. A thematic analysis shows interviewees describe TikTok as a safe space where users can be themselves and feel included in a community of people interested in posting content to connect and engage meaningfully beyond difference. However, the algorithm is perceived as harmful because it tries to manipulate and drive users towards specific videos that increase their ‘addiction’ to the platform. Interviewees consider some of the recommendations on the ForYou page to be questionable because they aimed at persuading or nudging in favor of particular hashtags and social causes. This contradiction may partly be explained by the fact that interviewees report their rationalizations in a performative manner in order to avoid feelings of dissonance while attempting to relate to their own self-identity. This observation leads to the idea that the concept of mediated diversity can explain the tension between the expectation of similarity and diversity. </p>

scholarly journals #ForYou: The User’s Perspective on How TikTok Recommends Videos

2020 ◽  
Author(s):  
Marco Scalvini
Keyword(s):  
Thematic Analysis ◽  
Recommendation System ◽  
Safe Space ◽  
Self Identity ◽  
Ethical Concerns ◽  
Private Data ◽  
The Impact ◽  
Social Causes ◽  
Depth Interviews ◽  
Ethical Responsibilities

<p>The current study is aimed at understanding the impact of TikTok’s recommendation system. The algorithm is perceived as very efficient in targeting users but raises several ethical concerns regarding the ability to manipulate users’ experience and the extent to which private data and preferences are respected. Utilizing the data collected from 40 in-depth interviews, this study explores: How do users perceive TikTok’s ethical responsibilities in regard to their algorithmic recommendation system? Furthermore, the analysis discusses and evaluates the tension between a) how the platform’s algorithm feeds users similar videos that they highly appreciate; and, inversely, b) how the diversification of recommendations is limited. A thematic analysis shows interviewees describe TikTok as a safe space where users can be themselves and feel included in a community of people interested in posting content to connect and engage meaningfully beyond difference. However, the algorithm is perceived as harmful because it tries to manipulate and drive users towards specific videos that increase their ‘addiction’ to the platform. Interviewees consider some of the recommendations on the ForYou page to be questionable because they aimed at persuading or nudging in favor of particular hashtags and social causes. This contradiction may partly be explained by the fact that interviewees report their rationalizations in a performative manner in order to avoid feelings of dissonance while attempting to relate to their own self-identity. This observation leads to the idea that the concept of mediated diversity can explain the tension between the expectation of similarity and diversity. </p>

scholarly journals The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health

2021 ◽  
Author(s):  
Rui Liu ◽  
Suraksha Gupta ◽  
Parth Patel
Keyword(s):  
Social Media ◽  
Health Care Professionals ◽  
Digital Health ◽  
Social Media Marketing ◽  
Ethical Concerns ◽  
Related Information ◽  
Health Related ◽  
Research Propositions ◽  
The Impact ◽  
Depth Interviews

AbstractSocial media enables medical professionals and authorities to share, disseminate, monitor, and manage health-related information digitally through online communities such as Twitter and Facebook. Simultaneously, artificial intelligence (AI) powered social media offers digital capabilities for organizations to select, screen, detect and predict problems with possible solutions through digital health data. Both the patients and healthcare professionals have benefited from such improvements. However, arising ethical concerns related to the use of AI raised by stakeholders need scrutiny which could help organizations obtain trust, minimize privacy invasion, and eventually facilitate the responsible success of AI-enabled social media operations. This paper examines the impact of responsible AI on businesses using insights from analysis of 25 in-depth interviews of health care professionals. The exploratory analysis conducted revealed that abiding by the responsible AI principles can allow healthcare businesses to better take advantage of the improved effectiveness of their social media marketing initiatives with their users. The analysis is further used to offer research propositions and conclusions, and the contributions and limitations of the study have been discussed.

The ukulele experiences: Leisure and positive ageing in Taiwan

2020 ◽  
Vol 13 (3) ◽  
pp. 319-331 ◽  
Author(s):  
Angela Lee ◽  
Jane Southcott
Keyword(s):  
Thematic Analysis ◽  
Community Music ◽  
Daily Lives ◽  
Positive Effects ◽  
Regional Community ◽  
Song Preferences ◽  
Positive Ageing ◽  
The Impact ◽  
Depth Interviews ◽  
Music Effects

In Shuilin Township, Yunlin County, Taiwan a group of older people have a small, well-established, active musical club called ‘Can’t Read the Words’ where they learn and play the ukulele together. This research explored the impact of their ukulele playing experiences and paid special attention to song preferences (songs they have chosen to play or sing). Data collection involved 11 semi-structured, in-depth interviews with individual healthy adults. All participants drew from their experiences in regional community music organizations to explore how music effects their daily lives. Thematic analysis of the data unveiled valuable insights. The study concluded that participants believed that their musical club provided opportunities for individuals to practice and perform before audiences, resulting in a sense of achievement and satisfaction. The aged community should view the ‘Can’t Read the Words’ musical club as an example of the positive effects playing the ukulele can have on their lives.

scholarly journals COVID-19 and shielding: Experiences of UK patients with lupus and related diseases

2021 ◽  
Author(s):  
Melanie Sloan ◽  
Caroline Gordon ◽  
Elliott Lever ◽  
Rupert Harwood ◽  
Michael A Bosley ◽  
...  
Keyword(s):  
Well Being ◽  
Self Identity ◽  
Increased Risk ◽  
Social Mixing ◽  
Negative Impacts ◽  
High Level ◽  
The Impact ◽  
Depth Interviews ◽  
Mixing Behaviour

Abstract Objective The UK’s shielding guidance for the ‘clinically extremely vulnerable’ (CEV) commenced on 23 March 2020 in response to the COVID-19 pandemic. The purpose of this study was to explore the impact of the pandemic and shielding on patients with lupus and related systemic autoimmune rheumatic diseases (SARDs). Methods This was a mixed-methods cohort study (N = 111) including pre-lockdown baseline surveys (March 2020), follow-up surveys (June 2020), and in-depth interviews during July 2020 (N = 25). Results Most participants had a high level of anxiety regarding their mortality risk from COVID-19 and supported the shielding concept. Shielding allocations and communications were perceived as inconsistently applied and delivered. Over half of those not classified as CEV reported feeling abandoned, at increased risk and with no support. Shielding communications increased feelings of being ‘cared about’, yet also increased fear, and the ‘vulnerable’ labelling was perceived by some to damage social- and self-identity. Over 80% of those classified as CEV stated that the classification and subsequent communications had changed their social-mixing behaviour. Despite many negative impacts of COVID-19 and shielding/lockdown being identified, including isolation, fear and reduced medical care, the during-pandemic quantitative data showed increases in most measures of well-being (which was low at both timepoints) from pre-lockdown, including reductions in the impact of fatigue and pain (Ps &lt; 0.001). Conclusion Shielding classifications and communications were generally positively viewed, although perceived as inconsistently delivered and anxiety-provoking. More frequent positively-framed communication and wellbeing support could benefit all SARD patients. Slower-paced ‘lockdown’ lifestyles may confer health/wellbeing benefits for some people with chronic diseases.

scholarly journals Economic Crisis and Professions: Chartered Accountants in Zimbabwe

SAGE Open ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. 215824402199480
Author(s):  
Farai Maunganidze ◽  
Debby Bonnin ◽  
Shaun Ruggunan
Keyword(s):  
Content Analysis ◽  
Thematic Analysis ◽  
Secondary Data ◽  
Qualitative Approach ◽  
Professional Standards ◽  
Primary Data ◽  
Professional Body ◽  
The Impact ◽  
Chartered Accountants ◽  
Depth Interviews

This study examined the effects of a declining economy on the profession of chartered accountants (CAs) in Zimbabwe. The study adopted a qualitative approach using a pragmatic grounded theory design. Primary data were obtained through in-depth interviews with five purposively sampled CAs and two key informants drawn from the professional body and an institution that trains CAs. Furthermore, secondary data were drawn from the professional body’s archives and from newspapers. Data from interviews and documents were analyzed through thematic analysis and content analysis, respectively. The study has revealed that the profession of CAs has been changing in response to the declining economy and the changes include losing its status and autonomy, increased competition from other accounting fields and compromised professional standards. It also emerged that professionals themselves engage in both negative and positive activities that enable them to survive the effects of a declining economy. Recommendations are provided for the professionals and the professional body in dealing with the impact of a precarious economy.

scholarly journals SOCIAL CHANGE AND DEVELOPMENT: CONNECTING MODERNIZATION AND FAMILY INSTITUTION ON QUALITATIVE GROUNDS

2020 ◽  
Vol 8 (6) ◽  
pp. 82-90
Author(s):  
Imran ◽  
Intikhab Alam ◽  
Mamoon Khan Khattak ◽  
Muhammad Jawad ◽  
Muhammad Aurangzeb Khan
Keyword(s):  
Thematic Analysis ◽  
Unique Feature ◽  
Group Discussion ◽  
Primary Objective ◽  
Research Approach ◽  
Continuous Change ◽  
The Family ◽  
Interview Guide ◽  
The Impact ◽  
Depth Interviews

Purpose of the study: The qualitative study has been designed with the primary objective to find the impact of and link between modernization and the changing facets of the family institution. The study also focused on exploring the various dimensions of modernization responsible for bringing change in the family institution. Methodology: The data was collected from the different nature of potential participants from all seven tehsils of district Swat, Pakistan. In-depth interviews (IDIs) and focus group discussion (FDG) were incorporated as research instruments, whereas an interview guide was used under IDIs and FGDs. The collected data were processed under the frame of qualitative research approach wherein after transcribing, and coding of the data themes was identified. Main Findings: The thematic analysis of family structure, patriarchy, decision making in the family, and ways of communication exposed that due to modernization, the family institution is under continuous change. Applications of this study: The research results can be applied to such studies that focus on changes in family institutions, communities with similar socio-cultural characteristics. Novelty/Originality of this study: The unique feature of this study is that such kinds of topics have been very rarely investigated in the context of Pakistani society and especially in Pakhtun culture. 

The Perspective of Older Men With Depression on Suicide and Its Prevention in Primary Care

Crisis ◽  
2018 ◽  
Vol 39 (5) ◽  
pp. 397-405 ◽  
Author(s):  
Steven Vannoy ◽  
Mijung Park ◽  
Meredith R. Maroney ◽  
Jürgen Unützer ◽  
Ester Carolina Apesoa-Varano ◽  
...  
Keyword(s):  
Primary Care ◽  
Low Socioeconomic Status ◽  
Thematic Analysis ◽  
Older Men ◽  
Primary Care Providers ◽  
Depression Treatment ◽  
Care Providers ◽  
Low Socioeconomic ◽  
Self Image ◽  
The Impact

Abstract. Background: Suicide rates in older men are higher than in the general population, yet their utilization of mental health services is lower. Aims: This study aimed to describe: (a) what primary care providers (PCPs) can do to prevent late-life suicide, and (b) older men's attitudes toward discussing suicide with a PCP. Method: Thematic analysis of interviews focused on depression and suicide with 77 depressed, low-socioeconomic status, older men of Mexican origin, or US-born non-Hispanic whites recruited from primary care. Results: Several themes inhibiting suicide emerged: it is a problematic solution, due to religious prohibition, conflicts with self-image, the impact on others; and, lack of means/capacity. Three approaches to preventing suicide emerged: talking with them about depression, talking about the impact of their suicide on others, and encouraging them to be active. The vast majority, 98%, were open to such conversations. An unexpected theme spontaneously arose: "What prevents men from acting on suicidal thoughts?" Conclusion: Suicide is rarely discussed in primary care encounters in the context of depression treatment. Our study suggests that older men are likely to be open to discussing suicide with their PCP. We have identified several pragmatic approaches to assist clinicians in reducing older men's distress and preventing suicide.

IC & OI The impact of intellectual capital on organizational innovation

2020 ◽  
Vol 6 (7) ◽  
pp. 1257-1265
Author(s):  
Fouad El-Gamal
Keyword(s):  
Intellectual Capital ◽  
Middle Managers ◽  
Organizational Innovation ◽  
Sustainable Competitive Advantage ◽  
Dominant Dimension ◽  
Structural Capital ◽  
Corporate Innovation ◽  
Research Findings ◽  
The Impact ◽  
Depth Interviews

Intellectual capital can generate value for organizations and improve organizational innovation. This study aims to investigate the effects of intellectual capital on corporate innovation. Mixed research methodology approach has been used by combining both qualitative and quantitative analysis to explore and empirical examine the research model. The targeted population of interest is the licensed pharmaceutical manufactures, 90 organizations in the Egyptian pharmaceutical industry throughout its three main sectors (11 public, 70 local private and 9 MNCs). Statistical analyses are employed based on the questionnaires gathered from 39 pharmaceutical manufactures’ companies (44% response rate). In addition, sixty-three “63” in depth interviews have been conducted with both top and middle managers. The research findings indicate that all dimensions of intellectual capital (human, structural, and relational capital) have positive significant effects on organizational innovation of pharmaceutical manufactures’ companies. The study clarifies that the most dominant dimension is structural capital, which provides the largest and strongest support to pharmaceutical manufactures’ companies. The deep realization of the importance intellectual capital and its impact on innovation helps leaders to adopt accurate system to run organizational innovation in a better way, which lead to sustainable competitive advantage for organizations.

DISCRESSION OF THE SAMPLE RESORTS POLICE IN THE IMPLEMENTATION OF ADMINISTRATIVE LAW PERSPECTIVE INVESTIGATION

2020 ◽  
Vol 4 (2) ◽  
pp. 147
Author(s):  
Tamrin Muchsin ◽  
Sri Sudono Saliro ◽  
Nahot Tua Parlindungan Sihaloho ◽  
Sardjana Orba Manullang
Keyword(s):  
Empirical Research ◽  
Qualitative Method ◽  
Government Regulation ◽  
Sampling Technique ◽  
Administrative Law ◽  
Criminal Investigation ◽  
Accurate Data ◽  
Long Distance ◽  
The Impact ◽  
Depth Interviews

It is still found that investigating officers do not have an S1 degree or equivalent in thejurisdiction of the Sambass Resort Police as mandated in PP No. 58 of 2010 concerningAmendments to Government Regulation Number 27 of 1983 concerning theImplementation of KUHAP article 2A paragraph (1) letter a. If the requirements ofinvestigators are not fulfilled, there will automatically be limits of authority, includingthe inability to issue investigation orders, detention warrants and other administrativeletters. This study used a qualitative method with juridical empirical research. Toobtain accurate data, purposive sampling technique was used, and primary datacollection by conducting in-depth interviews. The research results found, among others:first, discretion regarding the administration of investigations in the jurisdiction of theSambas Resort Police for the Sambas District Police who do not have investigatingofficers who meet the requirements, is then taken over by the Head of the CriminalInvestigation Unit as the supervisor of the integrated criminal investigation function.Second, the impact of an integrated investigation administration causes the time tocarry out investigations to be slow due to the long distance between the Sector Policeand the Resort Police.

Sign in / Sign up

Export Citation Format

Share Document