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Articles 6871 - 6900 of 89254
Full-Text Articles in Entire DC Network
Assessing Transfer Student Acclimation And Help-Seeking, Dylan Haase
Assessing Transfer Student Acclimation And Help-Seeking, Dylan Haase
Dissertations and Theses @ UNI
No abstract provided.
Supply Chain Insights From Social Media Users’ Responses To Panic Buying During Covid-19: The Herd Mentality, Violetta Wilk, Saiyidi Mat Roni, Ferry Jie
Supply Chain Insights From Social Media Users’ Responses To Panic Buying During Covid-19: The Herd Mentality, Violetta Wilk, Saiyidi Mat Roni, Ferry Jie
Research outputs 2022 to 2026
Purpose:
This study applied the herd mentality theory to explore local and global social media users’ responses to panic buying across the USA, UK and Australia during the COVID-19 crisis to understand the implications on operations and supply chains.
Design/methodology/approach:
A total of 208,806 social media user-generated content (UGC) pieces were collected from Twitter in three countries – the USA, UK and Australia. The analysis of this big qualitative data was performed using machine learning–based software – Leximancer.
Findings:
Positive and negative sentiment towards panic buying during the COVID-19 crisis was observed in the UGC. No significant differences in social …
Transitional Entrepreneurship: Unleashing Entrepreneurial Potential Across Numerous Challenging Contexts, Golshan Javadian, Anil Nair, David Ahlstrom, Kaveh Moghaddam, Li-Wei Chen, Younggeun Lee
Transitional Entrepreneurship: Unleashing Entrepreneurial Potential Across Numerous Challenging Contexts, Golshan Javadian, Anil Nair, David Ahlstrom, Kaveh Moghaddam, Li-Wei Chen, Younggeun Lee
Management Faculty Publications
[First paragraph] We are pleased to publish the special issue of the New England Journal of Entrepreneurship on transitional entrepreneurship. Transitional entrepreneurship refers to the practices of entrepreneurs from communities facing adversity who navigate substantial life transitions as they launch and manage new ventures in response to various changes and challenges in their environment. Entrepreneurship is not only a critical driver of economic growth and social development (Ahlstrom et al., 2019; McCloskey, 2010) but can also represent a life-changing transition for most, if not all, of the entrepreneurs themselves. Transitional entrepreneurship entails strategic pivots or transformations that enable entrepreneurs to …
Is A Pretrained Model The Answer To Situational Awareness Detection On Social Media?, Siaw Ling Lo, Kahhe Lee, Yuhao Zhang
Is A Pretrained Model The Answer To Situational Awareness Detection On Social Media?, Siaw Ling Lo, Kahhe Lee, Yuhao Zhang
Research Collection School Of Computing and Information Systems
Social media can be valuable for extracting information about an event or incident on the ground. However, the vast amount of content shared, and the linguistic variants of languages used on social media make it challenging to identify important situational awareness content to aid in decision-making for first responders. In this study, we assess whether pretrained models can be used to address the aforementioned challenges on social media. Various pretrained models, including static word embedding (such as Word2Vec and GloVe) and contextualized word embedding (such as DistilBERT) are studied in detail. According to our findings, a vanilla DistilBERT pretrained language …
A New Era Of Policing: Uncovering Ways Officers Believe Community Relations Can Be Restored, Bradi Kai Kooyman
A New Era Of Policing: Uncovering Ways Officers Believe Community Relations Can Be Restored, Bradi Kai Kooyman
University of the Pacific Theses and Dissertations
The present study qualitatively investigated law enforcement officers’ opinions on creating more positive relationships with community members and how news media can play a role in deteriorating community attitudes and perceptions of law enforcement officers. A total of six participants were selected to participate in a forty-five-minute interview. Participants were asked questions regarding positive and negative factors in their relationship with their communities, local and national law enforcement portrayals in news media, reforms needed within law enforcement, beliefs toward community policing, and factors that lead to success in their relationships with citizens. This study discovered that building trust, implementing community …
Exposure, Adaptation And Expectations: How They Affect Perception Of Foreign Accented Speech, Isabella Huddleston
Exposure, Adaptation And Expectations: How They Affect Perception Of Foreign Accented Speech, Isabella Huddleston
Honors Program Theses
Understanding accented speech is becoming more and more prevalent in today’s society. The world is connected through technology allowing us to reach further than we ever have before. One challenge this presents is the necessity to communicate across languages. Even if an individual has learned another language proficiently, the speech they produce is influenced by their native language resulting in foreign accented speech (FAS). There now exists the need for understanding how FAS affects speech perception and uncovering ways to improve communication situations between native and nonnative communication partners.
Where The Action Is: Positioning Matters In Interaction, Danielle M. Pillet-Shore
Where The Action Is: Positioning Matters In Interaction, Danielle M. Pillet-Shore
Faculty Publications
Position matters. As a conversation analyst examining any form of recorded synchronous human interaction – be it casual or institutional – I constantly monitor for, and organize my collections of target phenomena around structural position: Where on a transcript and when in an unfolding real-time encounter does a participant enact some form of conduct? Because conversation analysis (CA) is primarily focused upon action sequences, I use CA methods to examine the ways in which participants’ audible utterances and visible body-behaviors accomplish particular social actions due at least in part to their positioning within a sequence of interaction – …
Enabling Customization Of Discussion Forums For Blind Users, Mohan Sunkara, Yash Prakash, Hae-Na Lee, Sampath Jayarathna, Vikas Ashok
Enabling Customization Of Discussion Forums For Blind Users, Mohan Sunkara, Yash Prakash, Hae-Na Lee, Sampath Jayarathna, Vikas Ashok
Computer Science Faculty Publications
Online discussion forums have become an integral component of news, entertainment, information, and video-streaming websites, where people all over the world actively engage in discussions on a wide range of topics including politics, sports, music, business, health, and world affairs. Yet, little is known about their usability for blind users, who aurally interact with the forum conversations using screen reader assistive technology. In an interview study, blind users stated that they often had an arduous and frustrating interaction experience while consuming conversation threads, mainly due to the highly redundant content and the absence of customization options to selectively view portions …
Inspirational And Worthy Of Charity: (Mis)Representations Of Disability In Sport Media, Katherine Holland, Steven K. Holland, Justin A. Haegele
Inspirational And Worthy Of Charity: (Mis)Representations Of Disability In Sport Media, Katherine Holland, Steven K. Holland, Justin A. Haegele
Human Movement Studies & Special Education Faculty Publications
This study explored how one United States-based sports media company (SMC) represents disability through their Twitter account. A directed content analysis approach was utilized to analyze the tweets of the SMC for calendar year 2019. Of 6080 tweets reviewed, 126 (2.1%) were determined to represent disabled athletes or individuals. 43 (34.1%) tweets represented disabled athletes or individuals in participant roles while 83 (65.9%) represented disabled individuals in spectator or nonathlete roles. The tweets were coded into one of four categories of disability portrayal (Garland-Thomson, 2002): wonderous (n = 73), sentimental (n = 43), realistic (n = 7), …
The Pacific Sentinel, January 2023, Portland State University. Student Publications Board
The Pacific Sentinel, January 2023, Portland State University. Student Publications Board
The Pacific Sentinel
Editor: Dan Chilton
Articles in this issue include:
- Wednesday & the Challenges of Adaptation
- First Impressions: A Newcomer's Guide to Portland
- Ooligan Press's Comic Debut
- The Land, the Water, the Sky
- Notes From Behind the Bar
- A Chat with ChatGPT
- Measure 110 & the Roadblocks of Negative Perceptions
- Pre-Covid: It's a Jungle out there. Post-Covid: It's a Jungle in Here
Conspiracy Theories And Ebola: Lessons Learned Important For Future Pandemics, Shawn C. Smallman
Conspiracy Theories And Ebola: Lessons Learned Important For Future Pandemics, Shawn C. Smallman
International & Global Studies Faculty Publications and Presentations
The public health campaign against Ebola in the Democratic Republic of the Congo faced serious challenges, some due to conspiracy theories and denial. These beliefs were so powerful that they even caused repeated attacks upon health care providers and medical centers. These conspiracy theories were nothing new, as they are a common feature of all frightening epidemics, such as HIV and COVID-19. These narratives also circulated during the 2015 West African Ebola outbreak. Addressing conspiracy theories during an epidemic requires a coordinated campaign involving not only local leaders but also the cooperation of social media organizations
S-400s, Disinformation, And Anti-American Sentiment In Turkey, Russell "Alex" Korb, Saltuk Karahan, Gowri Prathap, Ekrem Kaya, Luke Palmieri, Hamdi Kavak, Richard L. Wilson (Ed.), Major Brendan Curran (Ed.)
S-400s, Disinformation, And Anti-American Sentiment In Turkey, Russell "Alex" Korb, Saltuk Karahan, Gowri Prathap, Ekrem Kaya, Luke Palmieri, Hamdi Kavak, Richard L. Wilson (Ed.), Major Brendan Curran (Ed.)
Political Science & Geography Faculty Publications
As social and political discourse in most countries becomes more polarized, anti-Americanism has risen not only in the Middle East and Latin America but also among the U.S. allies in Europe. Social media is one platform used to disseminate anti-American views in NATO countries, and its effectiveness can be magnified when mass media, public officials, and popular figures adopt these views. Disinformation, in particular, has gained recognition as a cybersecurity issue from 2016 onward, but disinformation can be manufactured domestically in addition to being part of a foreign influence campaign. In this paper, we analyze Turkish tweets using sentiment analysis …
Twitter Sentiment Analysis: Applications In Healthcare And Finance, Jiali Wang
Twitter Sentiment Analysis: Applications In Healthcare And Finance, Jiali Wang
Dissertations
This research explores the influence of Twitter sentiment on healthcare and finance industries. It assesses how Twitter sentiment and culture measure influence COVID-19 statistics, and it investigates the impact of Twitter sentiment on S&P 1500 stock mispricing. Furthermore, it examines how tweet sentiment predicts major industry returns.
The first part examines how Hofstede’s Culture Dimensions (HCD) and Twitter economic uncertainty index (TEU) relate to COVID-19 infection rate and death rate. The results show certain aspects in HCD, such as power distance index (PDI) and masculinity (MAS) both are negatively and significantly associated with the infection rate, while indulgence (IVR) and …
From Safety To Source Domination And Diversity Content: Media Challenges In The Pandemic Era, Erwin Kartinawati
From Safety To Source Domination And Diversity Content: Media Challenges In The Pandemic Era, Erwin Kartinawati
Informasi
All sectors of human life have been affected by the Covid-19 virus, including the media industry. There have been many changes in the media organization. The patterns that have become standard have completely changed due to the pandemic. The media face many challenges because of that. Those are the risk to the safety of workers, the loss of several types of jobs, the dominance of information sources, and threats to the diversity of information that the public can receive. Those were the results of this study. That results were obtained by a research process carried out from May to mid-December …
The Influence Of The Use Of Website-Based Learning Media On Engineering Drawing Materials, Tuti Suartini, Aan Sukandar, Fikran Fauzul Zadi, Anggraili Salsabila Fikadinda, Wahid Maulana
The Influence Of The Use Of Website-Based Learning Media On Engineering Drawing Materials, Tuti Suartini, Aan Sukandar, Fikran Fauzul Zadi, Anggraili Salsabila Fikadinda, Wahid Maulana
Informasi
The era of digitalization actually offers various conveniences. Learning can be done through various methods, not only conventional methods. The widespread use of the internet network must be utilized optimally in various fields. So that digital technology is very functional today to do online learning. The influence of the production of learning media with website-based technology on responses to the learning activities of the Engineering Drawing course, Mechanical Engineering Education Department. Learning media used through the web aims to be used as alternative teaching materials in the learning process in the hybrid learning era. The technology used allows users to …
Tanoker Community As A Counter Culture Movement To Communicate Traditional Games In Ledokombo Jember Indonesia, Juariyah Juariyah, Putri Robiatul Adawiyah
Tanoker Community As A Counter Culture Movement To Communicate Traditional Games In Ledokombo Jember Indonesia, Juariyah Juariyah, Putri Robiatul Adawiyah
Informasi
Tanoker is one of the traditional games in Indonesia which is one of the cultural heritages whose existence must be protected and preserved. The Tanoker community has begun to actively promote this traditional game to be introduced to the community. The purpose of this study is to examine the Tanoker community in their efforts to prevent the negative impact of online gaming culture through traditional games. This type of research using in this study is a qualitative approach with ethnographic methods was used in this study as well as by analyzing the text and interview results. The results showed that …
"Merapi Volcano Imaginary" An Alternative Multimedia Learning Geography In The South Region Of Merapi Volcanism, Muhammad Nursa'ban, Mukminan Mukminan, Mawanti Widyastuti, Dimas Sekar Langit, Muhammad Choirul Anwar
"Merapi Volcano Imaginary" An Alternative Multimedia Learning Geography In The South Region Of Merapi Volcanism, Muhammad Nursa'ban, Mukminan Mukminan, Mawanti Widyastuti, Dimas Sekar Langit, Muhammad Choirul Anwar
Informasi
This study aims to anticipate the loss of learning for students in the geography education field practice in the southern region of Merapi Volcano during the Covid-19 Pandemic era by developing Android-based interactive learning multimedia as a medium as well as teaching materials. The development uses the ADDIE method (Analysis, Design, Development, Implementation, and Evaluation). Product feasibility was assessed by six material and media expert lecturers and 10 geography education students as users. The result of the development is an interactive multimedia with flipped book combined with Adobe Flash Maker on Android, with the name "Merapi Volcano Imaginary". The contents …
Revealing Intercultural And Interfaith Communication In Manado Which Has A Thousand Churches As A City Of Tolerance, Yanti Dwi Astuti, Mohammad Zamroni, Siantari Rihartono
Revealing Intercultural And Interfaith Communication In Manado Which Has A Thousand Churches As A City Of Tolerance, Yanti Dwi Astuti, Mohammad Zamroni, Siantari Rihartono
Informasi
Indonesia is prone to violence with religious motives that could threaten the integrity of the Republic of Indonesia. Various conflicts with cultural and religious motives not only cause loss of property, but also human life. This research tries to map the intercultural and religious communication model in the city of Manado by using the theory of intercultural communication and symbolic interaction. The research method used is descriptive qualitative with data collection techniques through FGD, in-depth interviews, observation and documentation. The results of the study found that the creation of harmony between religious communities is a sense of tolerance for the …
Media And Political Campaigns For Individual Pairs Of Regional Election Winners In Rejang Lebong Regency In 2020 During The Covid-19 Pandemic, Akbar Brilian Utama, Pawito Pawito, Ignatius Agung Satyawan
Media And Political Campaigns For Individual Pairs Of Regional Election Winners In Rejang Lebong Regency In 2020 During The Covid-19 Pandemic, Akbar Brilian Utama, Pawito Pawito, Ignatius Agung Satyawan
Informasi
The 2020 elections were held for the first time during the COVID-19 pandemic, this also had an impact on campaign activities as it is known that during the pandemic all outdoor activities were limited. This study aims to find out what kind of campaigns were carried out and the media used by the winning individual pairs and their team in the 2020 Local Leaders Election of Rejang Lebong during pandemic. This study applied a qualitative method with a constructivism paradigm. The research subjects are individual pairs and supporting teams. Data collection technique is in the form of interviews and documentation. …
Managing Crisis Communication By Tourism Actors In The New Normal Era At The Beaches Of Yogyakarta, Yani Tri Wijayanti, Handini Handini, Maya Sandra Rosita Dewi, Rahmah Attaymini
Managing Crisis Communication By Tourism Actors In The New Normal Era At The Beaches Of Yogyakarta, Yani Tri Wijayanti, Handini Handini, Maya Sandra Rosita Dewi, Rahmah Attaymini
Informasi
Yogyakarta is one of the destinations in Indonesia affected by the Covid-19. Currently, tourist objects in Yogyakarta are gradually starting to open to the public, and one of them is beach tourism, although it can lead to a new cluster risk of the spread of Covid-19. According to the Texas Medical Association, traveling to a beach is included in a moderate risk with a score of 5-6, and health protocols are still required. Applying the crisis management and crisis communication model of Coombs, J, & Holladay, this study analyzes how tourism actors manage crisis communication at the beaches of Yogyakarta …
Branding For Province: Is It Useful? Study On Branding Communications Of Jateng Gayeng In The Ganjar Pranowo's Leadership, Andre Noevi Rahmanto
Branding For Province: Is It Useful? Study On Branding Communications Of Jateng Gayeng In The Ganjar Pranowo's Leadership, Andre Noevi Rahmanto
Informasi
The Central Java Provincial Government launched the slogan and logo for the Jateng Gayeng but in practice it is not easy because of the different roles of the provincial government in the era of regional autonomy. While on the other hand, many regency/municipal already have their own branding. This research with a qualitative approach was conducted to examine the branding process of the Central Java Provincial government through the branding of Jateng Gayeng. A series of qualitative interviews with four key informants, focus group discussions attended by twelve regency/municipal government representatives, and document analysis were conducted to examine the processes …
Policy Communication In The Implementation Of The Keluarga Sasaran Jaminan Perlindungan Sosial Program In The City Of Yogyakarta, Marita Ahdiyana, Arum Diyan Sukmawati
Policy Communication In The Implementation Of The Keluarga Sasaran Jaminan Perlindungan Sosial Program In The City Of Yogyakarta, Marita Ahdiyana, Arum Diyan Sukmawati
Informasi
Policy makers and implementers need to consider a good communication strategy as an instrument to support effective policy implementation. This article aims to analyze policy communication in the implementation of Social Security Target Families in Yogyakarta City. The research design used is descriptive qualitative. The results showed that the process of delivering information, clarity of information, and consistency of information have been able to support the successful implementation of the policy. Submission of information to policy implementers has been carried out through regular coordination meetings. Meanwhile, the delivery of information to the target group is carried out through socialization through …
The Narration Of Religion On Television, Reconstruction Of Meaning And Diversity, Benni Setiawan
The Narration Of Religion On Television, Reconstruction Of Meaning And Diversity, Benni Setiawan
Informasi
This paper aims to construct the diversity reality of the society that has been presented in the media reality of television. Television presents symbols that need to be interpreted critically. When humans perform critical interpretation consciously, the meaning of diversity will be comprehensively grasped. On the contrary, when television shows cannot be interpreted in a mature frame of mind, it will become a serious problem for society. One of the serious issues deals with the abundant religious shows in the month of Ramadan. Religious television programs are part of religion commodification. Religion became a cheap trade. Ironically, many people enjoyed …
Hegemonic Dialectics Between Power And Resistance In The Indonesian Sharing Economy: Study Of Gojek, Irsanti Widuri Asih, Heru Nugroho, Budiawan Budiawan
Hegemonic Dialectics Between Power And Resistance In The Indonesian Sharing Economy: Study Of Gojek, Irsanti Widuri Asih, Heru Nugroho, Budiawan Budiawan
Informasi
Gojek is an Indonesian platform-based on-demand ride-hailing business that has attracted some researchers to conduct studies in this newly emerged economy field through various approaches. Most researchers see the phenomenon of Gojek as part of the global disruptive technology movement that positively impacts the Indonesian economic and socio-cultural aspects of society. Some others expose the asymmetrical relationship between the platform and its driverpartners. No study analyzed it from the perspective of a dialectical hegemony that transpires between the platform and its driver-partners. Using a qualitative method, this article will fill in the gaps in the study of the Gojek phenomenon …
Commodification Of Betawi Culture Of Palang Pintu Festival, Suraya Mansur, Nurhayani Saragih, Wiwik Novianti, S Bekti Istiyanto, Utas Mahligai
Commodification Of Betawi Culture Of Palang Pintu Festival, Suraya Mansur, Nurhayani Saragih, Wiwik Novianti, S Bekti Istiyanto, Utas Mahligai
Informasi
The Kemang Palang Pintu Festival is an annual event. The purpose of this event is to preserve culture and celebrate the anniversary of the city of Jakarta. The organizers display many Betawi cultural arts while visitors who come are not only Betawi residents. This study uses a constructivist qualitative approach. The research method used is a case study by conducting interviews & direct observation to make observations. The technique of checking the validity of the data is using the source triangulation technique. The results of this study indicate that the Kemang Palang Pintu Festival has carried out good planning. Starting …
The Adaptive Science Communication Model In The Middle Of Vuca Era In Indonesia: Study Of Startup Kok Bisa, Syora Alya Eka Putri, Ricardi S. Adnan
The Adaptive Science Communication Model In The Middle Of Vuca Era In Indonesia: Study Of Startup Kok Bisa, Syora Alya Eka Putri, Ricardi S. Adnan
Informasi
This article analyzes the adaptive science communication model in the VUCA era. Previously, the model of science communication developed by scientific institutions and journalists in Indonesia tended to be challenging to understand by the public. Finally, in the development of technology, the model of science communication developed marked by the emergence of various creators who utilize social media. Nevertheless, due to dynamic conditions, the development of science communication models has not been fully adaptive. In previous studies, these conditions due to dynamic challenges due to the lack of public confidence in science and community participation to curate science tend to …
The Role Of Social Media As A Communication Facility For Hydrometeorological Disasters In Shallot Farming Activities, Nurul Khotimah, Dyah Respati Suryo Sumunar, Suhadi Purwantara, Nugraho Sistu Prabintoro, Mohd Hairy Ibrahim, Nasir Nayan
The Role Of Social Media As A Communication Facility For Hydrometeorological Disasters In Shallot Farming Activities, Nurul Khotimah, Dyah Respati Suryo Sumunar, Suhadi Purwantara, Nugraho Sistu Prabintoro, Mohd Hairy Ibrahim, Nasir Nayan
Informasi
Social media as a means of communication plays a role in building a new paradigm of disaster. One of the social media users for hydrometeorological disaster communication is a shallot farmer in Parangtritis Village, Kretek Subdistrict, Bantul District, Yogyakarta Special Region. This study aims to determine the role of social media as a means of communication for hydrometeorological disasters in shallot farming activities. The design of this research is descriptive quantitative research. The research was carried out from April to October 2021 by taking the location of shallot farmers in Parangtritis Village, Kretek Subdistrict, Bantul District, Yogyakarta Special Region. The …
The Influence Of Social Media Of Universitas Negeri Yogyakarta Gunungkidul Campus To Create Brand Image On Student Decision Making, Anugerah Tesa Aulia, Ignatius Agung Satyawan, Albert Muhammad Isrun Naini
The Influence Of Social Media Of Universitas Negeri Yogyakarta Gunungkidul Campus To Create Brand Image On Student Decision Making, Anugerah Tesa Aulia, Ignatius Agung Satyawan, Albert Muhammad Isrun Naini
Informasi
In 2020, Universitas Negeri Yogyakarta (UNY) opened a new vocational campus in Gunungkidul Regency. The Socialization of UNY Gunungkidul campus by the admission department cannot be performed face-to-face due to the Covid-19 pandemic. Therefore, UNY Gunungkidul Campus socializes the enrollment programs via online mode. The opening of the campus aims to equalize and improve the quality of high school education in Yogyakarta. Gunungkidul is the regency with the second highest number of poor people in Yogyakarta. UNY Gunungkidul Campus utilizes social media as a promotional media to support the formation of a brand image for student decision making. This study …
Integrated Tourism Policy: The Buffer Area Development Impact Of Borobudur World Heritage, Dwi Harsono, Ibnu Wijayanto
Integrated Tourism Policy: The Buffer Area Development Impact Of Borobudur World Heritage, Dwi Harsono, Ibnu Wijayanto
Informasi
This article addresses the development policy practice by the Borobudur Authority Agency. The policy can synchronize different autonomous local government policies and avoid conflictual approaches to its neighborhoods. Even though a top-down policy may reduce the creativity of local governments to develop their tourism programs, this research shows the impact of the integrated tourism policy of the Borobudur National Tourism Strategic Area benefited accelerating tourism development. The economic impact on the surrounding community is creating job opportunities and increasing people's financial revenue. The effects on the social dimension show that tourism development activities under borderless policy sites increase interaction and …
Disembodied Behavior And Communication Effectiveness In Learning Activity During The Covid-19 Pandemic Era, Suwatno Suwatno, A. Adman, Hady Siti Hadijah, Fahmi Jahidah Islamy, Aeng Muhidin
Disembodied Behavior And Communication Effectiveness In Learning Activity During The Covid-19 Pandemic Era, Suwatno Suwatno, A. Adman, Hady Siti Hadijah, Fahmi Jahidah Islamy, Aeng Muhidin
Informasi
Currently, Corona is a hot topic of discussion. Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-COV-2), better known as the coronavirus, is a new type of coronavirus that causes infectious diseases in humans. The online learning system (on the network) is the answer for universities to continue to carry out academic activities. Online learning is a learning system without face-to-face directly between lecturers and students but is done virtually. Lecturers must ensure that teaching and learning activities continue while students are at home. The solution is that lecturers must be able to design learning activities as innovations by utilizing online media …