Open Access. Powered by Scholars. Published by Universities.®

Technology and Innovation Commons

Open Access. Powered by Scholars. Published by Universities.®

Science and Technology Studies

Institution
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 1 - 30 of 371

Full-Text Articles in Technology and Innovation

The Impact Of Functional Background Heterogeneity Of Top Management Team On Enterprise Digital Transformation, Yan Ni, Junpeng Jiang Feb 2024

The Impact Of Functional Background Heterogeneity Of Top Management Team On Enterprise Digital Transformation, Yan Ni, Junpeng Jiang

Journal of Science and Technology Management

Digital transformation is the key for enterprises to achieve breakthrough development, and the heterogeneity of top management team (TMT) has an important impact on the success of digital transformation. Starting from the high-level echelon theory, taking the panel data of Shanghai and Shenzhen A-share listed companies during 2010—2021 as research samples, the Herfinadal coefficient was used to measure the heterogeneity of TMT function-al background, and the impact of TMT functional background heterogeneity on enterprises' digital transformation was investigated. Empirical findings: There is an inverse U-shaped relationship between TMT functional background heterogeneity and digital transformation, and a series of robustness tests, …


Research On The Impact Of Smart Service Integration On Green Transformation In Manufacturing Industry, Xusheng Chen, Jinshuo Zhang, Yunhui Yang Feb 2024

Research On The Impact Of Smart Service Integration On Green Transformation In Manufacturing Industry, Xusheng Chen, Jinshuo Zhang, Yunhui Yang

Journal of Science and Technology Management

Against the backdrop of the “double carbon” strategy and the new era of high-quality development, green transformation is an inevitable requirement for high-quality development of the manufacturing industry. The devel-opment and application of new-generation digital technologies such as 5G, cloud computing, virtual reality, and artificial intelligence have fostered the emergence of smart services. It can promote service innovation and business model innovation through the synergy of physical products and digital services, providing a new path for the green transformation of the manufacturing. From the perspective of industry integration, this paper constructs an index system for the integration of smart services …


Research On The Collaborative Mechanism Of Popularizing Science And Technology Resources:Based On The Collaborative “Government, Industry, University And Research” Perspective Of, Tao Huang, Rui Yu Feb 2024

Research On The Collaborative Mechanism Of Popularizing Science And Technology Resources:Based On The Collaborative “Government, Industry, University And Research” Perspective Of, Tao Huang, Rui Yu

Journal of Science and Technology Management

As an important strategic and foundational resource, science and technology resources are the essential material basis for supporting scientific and technological progress and innovative development. Fully tapping into the popularization value of science and technology resources is an effective way to overcome the bottleneck of popular science development and deepen the reform of popular science supply-side. To address the problems of low efficiency in the popularization of science and technology resources, it is important to stimulate the motivation of government, universities, research institutions, and enterprises in the popularization of science and technology resources and form a multi-party collaborative mechanism in …


Collaborative Innovation Network And Innovation Efficiency Of Industrial Chain Enterprises, Zhengchu He, Sisi Liu, Hongyu Pan Feb 2024

Collaborative Innovation Network And Innovation Efficiency Of Industrial Chain Enterprises, Zhengchu He, Sisi Liu, Hongyu Pan

Journal of Science and Technology Management

For the industrial chain enterprises formed in China's semiconductor industry,a two-stage network DEA is used to measure the innovation efficiency of industrial chain enterprises. A regression model is constructed with the collaborative innovation index of industrial chain enterprises as the core explanatory variable to explore the impact of the collaborative innovation network of semiconductor industrial chain enterprises on the innovation efficiency of enterprises. The results indicate that in semiconductor industry chain enterprises,the strength of collaborative innovation network connection is negatively correlated with enterprise innovation efficiency,and the positive impact of collaborative innovation network connection strength on the overall innovation efficiency of …


Research On The Influence Of Servitization On Gvc Upgrading Of Advanced Manufacturing Enterprises:Mediator Role Of Dynamic Capabilities, Liangqun Qi, Xue Xiao Feb 2024

Research On The Influence Of Servitization On Gvc Upgrading Of Advanced Manufacturing Enterprises:Mediator Role Of Dynamic Capabilities, Liangqun Qi, Xue Xiao

Journal of Science and Technology Management

The level of development of advanced manufacturing enterprises is an important manifestation of the competitiveness of the national manufacturing industry. At present, although China's advanced manufacturing enterprises have made considerable achievements in certain niche areas, the market for high-end chips, biomedical products, industrial robots and other products is still monopolized by foreign oligopolies and multinational capital. At the same time, in order to maintain the status of “chain master” in the global value chain, developed countries have hindered the participation of manufacturing enterprises from developing countries in the division of labor in the global high-end value chain through a series …


Research On The Mechanism Of Multi Agent And Multi Stage Collaborative Benefit Allocation From The Perspective Of Digital Innovation Ecosystem, Zidan Shan, Huimin Li, Yashi Wang, Ying Cao Feb 2024

Research On The Mechanism Of Multi Agent And Multi Stage Collaborative Benefit Allocation From The Perspective Of Digital Innovation Ecosystem, Zidan Shan, Huimin Li, Yashi Wang, Ying Cao

Journal of Science and Technology Management

The digital innovation ecosystem is a typical complex network system with symbiotic coupling and nonlinear interaction characteristics among diverse components due to the influence of digital technology. It not only inherits the general characteristics of the innovation ecosystem, but also presents unique characteristics, such as stronger heterogeneity of innovation entities, more complex resource flow, more dynamic business processes, and more open data sharing. The 14th Five Year Plan for National Economic and Social Development of the People's Republic of China and the Outline of Long Range Goals for 2035 point out the need to accelerate digital development, create new advantages …


Enlisting And Leading Contributes To The Efficiency Mechanism And Practical Logic Of Major Emergency Technology R&D Projects, Wei Fang, Jia Liu Feb 2024

Enlisting And Leading Contributes To The Efficiency Mechanism And Practical Logic Of Major Emergency Technology R&D Projects, Wei Fang, Jia Liu

Journal of Science and Technology Management

“Enlisting and Leading” is an important part of the reform of China's scientific and technological system.It makes up for the deficiency of the traditional scientific research funding system in many aspects, and it is necessary to exist. In the development trend of scientific and technological innovation, the “Enlisting and Leading” reflects the demand side innovation orientation, disruptive innovation orientation, open innovation orientation, and scientific and technological talents orientation, which conforms to the era of development. How to understand its importance and clarify its strategic orientation is extremely important for deepening the reform of China's scientific and technological system. At the …


Containerization Of Seafarers In The International Shipping Industry: Contemporary Seamanship, Maritime Social Infrastructures, And Mobility Politics Of Global Logistics, Liang Wu Feb 2024

Containerization Of Seafarers In The International Shipping Industry: Contemporary Seamanship, Maritime Social Infrastructures, And Mobility Politics Of Global Logistics, Liang Wu

Dissertations, Theses, and Capstone Projects

This dissertation discusses the mobility politics of container shipping and argues that technological development, political-economic order, and social infrastructure co-produce one another. Containerization, the use of standardized containers to carry cargo across modes of transportation that is said to have revolutionized and globalized international trade since the late 1950s, has served to expand and extend the power of international coalitions of states and corporations to control the movements of commodities (shipments) and labor (seafarers). The advent and development of containerization was driven by a sociotechnical imaginary and international social contract of seamless shipping and cargo flows. In practice, this liberal, …


How Climate Change Is Altering Energy Finance And Governance In China And The United Arab Emirates, Hans Gebauer Jan 2024

How Climate Change Is Altering Energy Finance And Governance In China And The United Arab Emirates, Hans Gebauer

Regis University Student Publications (comprehensive collection)

Climate change is an environmental problem with catastrophic ecological, economic, social, and political impacts. The dramatic scale of the problem has appropriately earned it the name of “climate crisis.” As a protracted crisis, climate change will dominate national and international agendas while transforming institutional politics. Conflicts within policy communities, new interest alignments, social pressure on governments, and ecological collapse could conceivably transform the norms and institutions through which economics, policy, and politics are conducted. Nowhere is this clearer than the energy sector, which is responsible for most greenhouse gas emissions and wherein massive institutional shifts are just beginning to occur. …


The Impact Of Social Media On Charitable Giving For Nonprofit Organization, Namchul Shin Jan 2024

The Impact Of Social Media On Charitable Giving For Nonprofit Organization, Namchul Shin

Journal of International Technology and Information Management

Research has extensively studied nonprofit organizations’ use of social media for communications and interactions with supporters. However, there has been limited research examining the impact of social media on charitable giving. This research attempts to address the gap by empirically examining the relationship between the use of social media and charitable giving for nonprofit organizations. We employ a data set of the Nonprofit Times’ top 100 nonprofits ranked by total revenue for the empirical analysis. As measures for social media traction, i.e., how extensively nonprofits draw supporters on their social media sites, we use Facebook Likes, Twitter Followers, and Instagram …


How Does Digitalisation Transform Business Models In Ropax Ports? A Multi-Site Study Of Port Authorities, Yiran Chen, Anastasia Tsvetkova, Kristel Edelman, Irina Wahlström, Marikka Heikkila, Magnus Hellström Jan 2024

How Does Digitalisation Transform Business Models In Ropax Ports? A Multi-Site Study Of Port Authorities, Yiran Chen, Anastasia Tsvetkova, Kristel Edelman, Irina Wahlström, Marikka Heikkila, Magnus Hellström

Journal of International Technology and Information Management

This article investigates the relationship between digitalisation and business model changes in RoPax ports. The study is based on six RoPax ports in Northern Europe, examining their digitalisation efforts and the resulting changes in their business models, leading to further digital transformation. The paper offers insights by reviewing relevant literature on digitalisation’s role in business model innovation and its application in ports. The findings reveal that digitalisation supports relevant business model changes concerning port operation integration within logistics chains, communication, documentation flow, and cargo flow optimisation. However, exploring digitalisation’s potential for diversifying value propositions is still limited. Most digitalisation efforts …


Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco Jan 2024

Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco

Journal of International Technology and Information Management

Developing an effective business analytics function within a company has become a crucial component to an organization’s competitive advantage today. Predictive analytics enables an organization to make proactive, data-driven decisions. While companies are increasing their investments in data and analytics technologies, little research effort has been devoted to understanding how to best convert analytics assets into positive business performance. This issue can be best studied from the socio-technical perspective to gain a holistic understanding of the key factors relevant to implementing predictive analytics. Based upon information from structured interviews with information technology and analytics executives of 11 organizations across the …


Integrating Technology And Traditional Systems In Regional Revitalisation; Insights From Japanese Practices, Fathelalem Ali Hija, Yasuki Shima, Yuji Arakaki Dec 2023

Integrating Technology And Traditional Systems In Regional Revitalisation; Insights From Japanese Practices, Fathelalem Ali Hija, Yasuki Shima, Yuji Arakaki

BAU Journal - Science and Technology

This study examines the integration of Information and Communication Technology (ICT) solutions and advanced technology practices and their coexistence with conventional systems and initiatives that have been operating in different regions of Japan to address some of the socio-economic challenges. The methodological approach of the study includes three facets, namely government initiatives, technology involvement and local society actors. The study examines government visions and initiatives that emphasize the use of advanced technology as a key factor and tool to enable solutions and realize the target vision. The ageing population and economic stagnation are common challenges in different regions of Japan. …


Social Engineering Cyber Threats, Young B. Choi, Josh Rubin Dec 2023

Social Engineering Cyber Threats, Young B. Choi, Josh Rubin

Journal of Global Awareness

The article explores the pervasive threat of social engineering in cybersecurity, emphasizing its success in infiltrating information systems by manipulating individuals rather than employing traditional hacking methods. The author underscores the vulnerability arising from human trust, as individuals, especially those lacking technology education, tend to be targets. While cryptography offers partial security, social engineering complicates overall system security. Mitigation strategies include educating employees on threats, risks, and security policies, coupled with enforcing penalties for noncompliance. Additionally, employing two-factor authentication and physical token-based access adds layers of protection. The article delves into semantic attacks, classifying various exploitation methods and emphasizing the …


The Coming Transformative Impact Of Large Language Models And Artificial Intelligence On Global Business And Education, Eva K. Jermakowicz Dec 2023

The Coming Transformative Impact Of Large Language Models And Artificial Intelligence On Global Business And Education, Eva K. Jermakowicz

Journal of Global Awareness

Rapid advances in the capabilities of Large Language Models (LLM) as a basis for Artificial Intelligence (AI) applications, and their sudden wide accessibility, have garnered significant attention recently. These technologies (e.g., ChatGPT, BARD), which have the ability to predict and generate human language, have led to excitement and concerns regarding their use in various industries. This paper explores the history of LLM, examines their applications in business and education, and delves into the critical ethical concerns and challenges of these emerging technologies to ensure that their uses are not only effective, but also responsible and equitable.


Analysis Of Us Airline Stocks Performance Using Latent Dirichlet Allocation (Lda), Amina Issoufou Anaroua Nov 2023

Analysis Of Us Airline Stocks Performance Using Latent Dirichlet Allocation (Lda), Amina Issoufou Anaroua

Beyond: Undergraduate Research Journal

Various events, such as changes in the interest rate or the hijacking of a commercial aircraft, can lead to significant shifts in airline stock performance. This study aimed to measure the impact of aviation-related news announcements on the stock performance of US airlines, focusing on different topics. The dataset included aviation news covering airlines, airports, regulations, safety, accidents, manufacturers, MRO, incidents, aviation training, general aviation, and others obtained from Aviation Voice. To uncover patterns that could explain the movements of US airline stocks, a natural language processing technique called Latent Dirichlet Allocation (LDA) was employed. The process involved text mining …


Anonymity And Gender Effects On Online Trolling And Cybervictimization, Gang Lee, Annalyssia Soonah Jul 2023

Anonymity And Gender Effects On Online Trolling And Cybervictimization, Gang Lee, Annalyssia Soonah

Journal of Cybersecurity Education, Research and Practice

The purpose of this study was to investigate the effects of the anonymity of the internet and gender differences in online trolling and cybervictimization. A sample of 151 college students attending a southeastern university completed a survey to assess their internet activities and online trolling and cybervictimization. Multivariate analyses of logistic regression and ordinary least squares regression were used to analyze online trolling and cybervictimization. The results indicated that the anonymity measure was not a significant predictor of online trolling and cybervictimization. Female students were less likely than male students to engage in online trolling, but there was no gender …


A Case Study Of The Complicated History Of Rice University’S First Patents, Hannah G. Edlund May 2023

A Case Study Of The Complicated History Of Rice University’S First Patents, Hannah G. Edlund

Journal of the Patent and Trademark Resource Center Association

Digitization and online public databases have made patent searches a much simpler pursuit in recent years. However, uncovering a pre-digital era patent’s history and context remains challenging. A search for the first patents assigned to Rice University highlighted associated issues. Older patent formats often do not clearly indicate inventor-assignee relationships, and applications and official communications are not available online. To determine how Rice came to own three 1948 patents, extensive archival research was required. Were these patents assigned to the University by inventors, independent of its support or funding, or was their work performed at and for Rice, thus obliging …


“That Means Nothing To Me As A Normal Person Who Doesn't Know About Patents”: Usability Testing Of Google Patents And Patent Public Search With Undergraduate Engineering Students, Graham Sherriff, Molly Rogers May 2023

“That Means Nothing To Me As A Normal Person Who Doesn't Know About Patents”: Usability Testing Of Google Patents And Patent Public Search With Undergraduate Engineering Students, Graham Sherriff, Molly Rogers

Journal of the Patent and Trademark Resource Center Association

Patent searching is an important research tool for undergraduate engineering students, yet it requires special topic knowledge to conduct successfully. Patent database websites have the ability to alleviate or add to the complexity of patent searching, depending on their usability. Prompted by the launch of the US Patent and Trademark Office’s Patent Public Search (PPS) website in early 2022, the authors investigated the usability of PPS and Google Patents. The study's objective was to gain insights into the ways in which the websites of commonly-used patent databases support undergraduate students’ patent searching activities. The study examined students’ performance of typical …


Finding Forensic Evidence In The Operating System's Graphical User Interface, Edward X. Wilson Mr. Jan 2023

Finding Forensic Evidence In The Operating System's Graphical User Interface, Edward X. Wilson Mr.

LSU Master's Theses

A branch of cyber security known as memory forensics focuses on extracting meaningful evidence from system memory. This analysis is often referred to as volatile memory analysis, and is generally performed on memory captures acquired from target systems. Inside of a memory capture is the complete state of a system under investigation, including the contents of currently running as well as previously executed applications. Analysis of this data can reveal a significant amount of activity that occurred on a system since the last reboot. For this research, the Windows operating system is targeted. In particular, the graphical user interface component …


Revisiting Cybersecurity Awareness In The Midst Of Disruptions, Avideh Sadaghiani-Tabrizi Jan 2023

Revisiting Cybersecurity Awareness In The Midst Of Disruptions, Avideh Sadaghiani-Tabrizi

International Journal for Business Education

The awareness of cybersecurity and knowledge about risks from a variety of threats, which present harm or steal private information in internetworking could help in mitigation of vulnerabilities to risks of threats in safeguarding information from malware and bots. Revisiting cybersecurity awareness of every member and evaluation of organization’s posture might help to protect sensitive or private information from a network of computers, working together and forming into botnets. The purpose of the qualitative case study narrative was to explore prospects for integrating cybersecurity education into elementary school children’s curriculum through interviews of elementary schoolteachers, IT experts, and parents to …


Using Input From Administrative Staff To Make Cost-Effective Decisions For Telecommuting, Technology, And Productivity During The Covid-19 Era, Chika Egemba Jan 2023

Using Input From Administrative Staff To Make Cost-Effective Decisions For Telecommuting, Technology, And Productivity During The Covid-19 Era, Chika Egemba

West Chester University Doctoral Projects

The purpose of this research was to examine if collaborative technologies enhance productivity in the face of remote work during the COVID-19 era using the diffusion of innovation framework. Dothan Housing is a Moving to Work (MTW) Expansion Agency under the Landlord Incentive Cohort #3. This means the agency was granted certain flexibility to pursue innovation. This research study used a post-positivist philosophy and a quantitative research design to investigate the thoughts, opinions, and feelings of Dothan Housing administrative staff about their experience with telecommuting during the COVID-19 pandemic. The participants were selected from among Dothan Housing staff who were …


Science, Technology, Society, And Law, Paolo Davide Farah, Justo Corti Varela Jan 2023

Science, Technology, Society, And Law, Paolo Davide Farah, Justo Corti Varela

Book Chapters

Traditionally, science and technology have been granted as sources of knowledge and objective truth. However, much more recently, they are also seen as human activities, conducted in a social environment. This new approach focuses on the intersections between science, technology and society, and particularly their regulation by the law. Concerns on how to best regulate the interaction come up in modern societies, and when either their use or their impacts are global, international law and international organizations become involved. The impact of the fourfold relation is so high that science and technology are seen as one of the reasons for …


The Interlinkages Science-Technology-Law: Information And Communication Society, Knowledge-Based Economy And The Rule Of Law, Giovanni Bombelli, Paolo Davide Farah Jan 2023

The Interlinkages Science-Technology-Law: Information And Communication Society, Knowledge-Based Economy And The Rule Of Law, Giovanni Bombelli, Paolo Davide Farah

Book Chapters

This chapter focuses on the circular and complex relationship between science, technology, society, and law. The technology/society connection focuses on the democratic deficit issue. The democratic deficit would be a consequence of the lack of adaptability of western democracy to complex (information) societies, where technology (and the increasing access to data that it permits) is separating the connection between information and knowledge (as well as the classical legitimacy couple of democracy-truth) moving these societies towards a technocracy. On one hand, the technology-law circle deals with the progressive reduction of law to a normative technique (since the law is always late …


The Intersections Among Science, Technology, Policy And Law: In Between Truth And Justice, Paolo Davide Farah, Justo Corti Varela Jan 2023

The Intersections Among Science, Technology, Policy And Law: In Between Truth And Justice, Paolo Davide Farah, Justo Corti Varela

Book Chapters

Different visions on the interaction between science, technology, policy and law have been presented. As common axe, we can detect the continuous search for truth and justice. Science and Law as social constructs, the distinction between truths and opinions through procedural method based on evidence and rationality, or how natural science “things” became facts, and consequently “truth”, are examples of this search. The evidence-gathering process that integrates scientific evidence into trial (sometimes by procedure and other times by a more substantive approach) is another possible approach. Of course, that the game of mutual influence among the four elements creates contradictions …


Determinants Of Continuance Intention To Use Mobile Wallets Technology In The Post Pandemic Era: Moderating Role Of Perceived Trust, Shailja Tripathi Jan 2023

Determinants Of Continuance Intention To Use Mobile Wallets Technology In The Post Pandemic Era: Moderating Role Of Perceived Trust, Shailja Tripathi

Journal of International Technology and Information Management

The Covid-19 pandemic amplified the volume and importance of mobile payments using digital wallets and placed a basis for their continued adoption. The objective of the study is to formulate and test a comprehensive model by integration of the technology acceptance model (TAM) and expectation confirmation model (ECM) with the addition of three constructs, namely perceived trust, perceived risk, and subjective norm, to identify the determinants of continuance intention to use mobile wallets. Questionnaire-based survey method was used to gather the data from 550 users having experience using mobile wallets for more than six months. The data were analyzed using …


Analysis Of The Impact Of Vaccinations On Pandemic Metrics In The New York Metropolitan Area, Oredola A. Soluade, Heechang Shin, Robert Richardson Jan 2023

Analysis Of The Impact Of Vaccinations On Pandemic Metrics In The New York Metropolitan Area, Oredola A. Soluade, Heechang Shin, Robert Richardson

Journal of International Technology and Information Management

This study evaluates the relationship between pandemic cases and vaccination usage, ICU bed utilization, hospitalizations, and deaths in the New York City metropolitan area. The study includes variables for the lockdown period and confirmed infections. The evaluation addresses three periods: (1) before vaccinations, (2) after vaccinations, and (3) the lockdown period. In addition, the number of vaccines per day for the manufacturers (Pfizer, Moderna, and Johnson & Johnson) are included in the study. Comparisons with New Jersey and Connecticut are used to validate that New York statistics are consistent with other states. The results provide a general model of the …


Acceptance Of Interoperable Electronic Health Record (Ehrs) Systems: A Tanzanian E-Health Perspective, Emmanuel Mbwambo, Herman Mandari Jan 2023

Acceptance Of Interoperable Electronic Health Record (Ehrs) Systems: A Tanzanian E-Health Perspective, Emmanuel Mbwambo, Herman Mandari

Journal of International Technology and Information Management

The study assessed factors that influence the acceptance of interoperable electronic Health Records (EHRs) Systems in Tanzania Public Hospitals. The study applied a hybrid model that combined the Technology Acceptance Model (TAM) and Technology-Organization-Environment (TOE). Snowball sampling technique was applied and a total of 340 questionnaires were distributed to selected clinics, polyclinics and hospitals, of which 261 (77%) received questionnaires were considered to be valid and reliable for subsequent data analysis. IBM SPSS software version 27.0 was employed for data analysis. Findings indicated that relative advantage, compatibility, management support, organizational competency, training and education, perceived ease of use, perceived usefulness, …


The Need For International Ai Activities Monitoring, Parviz Partow-Navid, Ludwig Slusky Jan 2023

The Need For International Ai Activities Monitoring, Parviz Partow-Navid, Ludwig Slusky

Journal of International Technology and Information Management

This paper focuses primarily on the need to monitor the risks arising from the dual-use of Artificial Intelligence (AI). Dual-use AI technology capability makes it applicable for defense systems and consequently may pose significant security risks, both intentional and unintentional, with the national and international scope of effects. While domestic use of AI remains the prerogative of individual countries, the unregulated and nonmonitored use of AI with international implications presents a specific concern. An international organization tasked with monitoring potential threats of AI activities could help defuse AI-associated risks and promote global cooperation in developing and deploying AI technology. The …


Blockchain Securities Issues: Decentralized Identity System With Key Management Perspective, Olalekan O. Adaramola Jan 2023

Blockchain Securities Issues: Decentralized Identity System With Key Management Perspective, Olalekan O. Adaramola

Electronic Theses and Dissertations

Blockchain was created many years ago to solve the problems of data transfer Integrity, several years later the issues persist. Blockchain securities are one of the most important considerations to be investigated, and data integrity is about ensuring the accuracy and validity of messages such that when they are read, they are the same as when they were first written. It is of the opinion that passing information across from one person to another cannot be the same as it was first said at the onset. Our work investigated Blockchain security issues, studying Integrity emanating from transactions across the blocks …