The document discusses a study on corporate social responsibility (CSR) in the UK nanotechnology industry. It conducted an online survey of 78 nanotechnology companies on their CSR reporting and conducted 15 interviews with company representatives on their attitudes towards CSR. The study found that the general level of CSR reporting among nanotechnology companies is low, though companies demonstrated awareness of minimizing risks ("do no harm" model of CSR). For CSR to help build adaptive governance of nanotechnology, the study argues serious shortcomings need addressing to move companies closer to seeing CSR as creating positive social value. The conceptual framework examined continuous improvement in CSR and different "modes" of CSR (minimizing risks versus creating social value).
This document presents research on factors that influence the acceptance and adoption of online recommendations on social media platforms. A conceptual model is developed based on the network co-production model and elaboration likelihood model. An empirical study was conducted with 147 respondents to test the model. The results found that the quality of arguments in recommendations positively impacts perceived usefulness. Source credibility was also found to positively impact perceived usefulness when moderated by consumer independent judgment making. The study provides implications for marketers in crafting recommendations with high argument quality to enhance adoption.
This document provides an overview of systems approaches to addressing complex public sector challenges. It discusses the need for systems thinking given increasing complexity in policy issues. Traditional linear and sectoral approaches are often inadequate for "wicked problems" that have many interconnected elements. The document then outlines some of the challenges of using systems approaches in the public sector, such as the difficulty of changing systems that must continue operating. It provides examples of systems approaches being used for issues like child protection, domestic violence, and transportation. The key is focusing on outcomes, bringing together multiple actors, and implementing interventions to transform existing systems into desired future systems. Case studies and emerging evidence suggest systems approaches have potential but also face challenges in public sector contexts.
GREEN ICT POLICY MATURITY FOR ACTUALIZATION OF SUSTAINABLE COMPUTING IN DEVEL...ijcseit
Green ICT Policy encompasses the frameworks an organization has developed and put in place to apply environmental sustainability criteria throughout its value chain. The lack of appropriate green policy alignment to application of ICT uptake challenges the reaping of the benefits often stated of ICT. Multiple case study design with case from different sectors of the economy selected based on information richness,
accessibility, size as well as diversity in application of ICT was employed. Triangulation of data collection and findings interpretation was utilised. The study established that green ICT policy maturity was very low. In effect, calling for purposed policy set up on green ICT application by developing nations to ensure ICT benefits are realised while limiting environmental degradation.
Relationship Maintenance Strategies On Chinese Fortune 500 Company Websites ...groupproj
This is a semester long project completed by three graduate students at NC State University. They used their knowledge about China as well as research methods to uncover the mysterious Chinese corporate world for you. We hope you learn!
Understanding User’s Acceptance of Personal Cloud Computing: Using the Techno...Maurice Dawson
Personal Cloud Computing (PCC) is a rapidly growing technology, addressing the market demand of individual users for access to available and reliable resources. But like other new technologies, concerns and issues have surfaced with the adoption of PCC. Users deciding whether to adopt PCC may be concerned about the ease of use, usefulness, or security risks in the cloud. Negative attitudes toward using a technology have been found to negatively impact the success of that technology. The purpose of this study was to understand users’ acceptance of PCC. The population sample consisted of individual users within the United States between 18 and 80 years of age. The theoretical framework utilized in this study was based on the technology acceptance model (TAM). A web survey was conducted to assess the measurement and understanding of patterns demonstrated by participants. Our results shows that in spite of the potential benefits of PCC, security and privacy risks are deterring many users from moving towards PCC.
Heterogeneity and the Dynamics of Technology AdoptionVideoguy
This paper analyzes heterogeneity in technology adoption using data on the adoption of videoconferencing software within a large bank. The bank took a hands-off approach to adoption, allowing employees to choose whether and when to adopt the technology. The paper develops a dynamic model of adoption and network use, allowing for heterogeneity across employees. It estimates the model and finds significant heterogeneity - different employee types have different adoption costs and network benefits. Targeting a specific employee type for early adoption leads to faster overall diffusion than uniform adoption. Heterogeneity is important for understanding technology adoption and optimal policies.
Nanotechnology involves processes at the molecular and nanoscale levels. It has applications in pharmacy including drug delivery, diagnostics, imaging, and biosensors. Nanoparticles show promise for cancer treatment through targeted drug delivery and hyperthermia. They can be engineered to selectively detect molecular markers of cancer cells through properties like high surface area and quantum dots for imaging. Challenges remain around reducing toxicity while ensuring nanoparticles reach tumors.
This document discusses the use of nanotechnology for cancer treatment. It begins with background on cancer and current chemotherapy approaches. It then introduces the field of cancer nanotechnology, which uses nanoparticles like quantum dots, liposomes, and polymeric nanoparticles. These nanoparticles have unique properties that can help address limitations of chemotherapy like nonspecific toxicity. The document discusses how nanoparticles accumulate in tumors through the enhanced permeability and retention effect and can be used for targeted drug delivery and imaging of cancer at the molecular level with less harm to healthy tissue compared to chemotherapy. Overall, the application of nanotechnology has potential to improve outcomes for cancer treatment.
This document presents research on factors that influence the acceptance and adoption of online recommendations on social media platforms. A conceptual model is developed based on the network co-production model and elaboration likelihood model. An empirical study was conducted with 147 respondents to test the model. The results found that the quality of arguments in recommendations positively impacts perceived usefulness. Source credibility was also found to positively impact perceived usefulness when moderated by consumer independent judgment making. The study provides implications for marketers in crafting recommendations with high argument quality to enhance adoption.
This document provides an overview of systems approaches to addressing complex public sector challenges. It discusses the need for systems thinking given increasing complexity in policy issues. Traditional linear and sectoral approaches are often inadequate for "wicked problems" that have many interconnected elements. The document then outlines some of the challenges of using systems approaches in the public sector, such as the difficulty of changing systems that must continue operating. It provides examples of systems approaches being used for issues like child protection, domestic violence, and transportation. The key is focusing on outcomes, bringing together multiple actors, and implementing interventions to transform existing systems into desired future systems. Case studies and emerging evidence suggest systems approaches have potential but also face challenges in public sector contexts.
GREEN ICT POLICY MATURITY FOR ACTUALIZATION OF SUSTAINABLE COMPUTING IN DEVEL...ijcseit
Green ICT Policy encompasses the frameworks an organization has developed and put in place to apply environmental sustainability criteria throughout its value chain. The lack of appropriate green policy alignment to application of ICT uptake challenges the reaping of the benefits often stated of ICT. Multiple case study design with case from different sectors of the economy selected based on information richness,
accessibility, size as well as diversity in application of ICT was employed. Triangulation of data collection and findings interpretation was utilised. The study established that green ICT policy maturity was very low. In effect, calling for purposed policy set up on green ICT application by developing nations to ensure ICT benefits are realised while limiting environmental degradation.
Relationship Maintenance Strategies On Chinese Fortune 500 Company Websites ...groupproj
This is a semester long project completed by three graduate students at NC State University. They used their knowledge about China as well as research methods to uncover the mysterious Chinese corporate world for you. We hope you learn!
Understanding User’s Acceptance of Personal Cloud Computing: Using the Techno...Maurice Dawson
Personal Cloud Computing (PCC) is a rapidly growing technology, addressing the market demand of individual users for access to available and reliable resources. But like other new technologies, concerns and issues have surfaced with the adoption of PCC. Users deciding whether to adopt PCC may be concerned about the ease of use, usefulness, or security risks in the cloud. Negative attitudes toward using a technology have been found to negatively impact the success of that technology. The purpose of this study was to understand users’ acceptance of PCC. The population sample consisted of individual users within the United States between 18 and 80 years of age. The theoretical framework utilized in this study was based on the technology acceptance model (TAM). A web survey was conducted to assess the measurement and understanding of patterns demonstrated by participants. Our results shows that in spite of the potential benefits of PCC, security and privacy risks are deterring many users from moving towards PCC.
Heterogeneity and the Dynamics of Technology AdoptionVideoguy
This paper analyzes heterogeneity in technology adoption using data on the adoption of videoconferencing software within a large bank. The bank took a hands-off approach to adoption, allowing employees to choose whether and when to adopt the technology. The paper develops a dynamic model of adoption and network use, allowing for heterogeneity across employees. It estimates the model and finds significant heterogeneity - different employee types have different adoption costs and network benefits. Targeting a specific employee type for early adoption leads to faster overall diffusion than uniform adoption. Heterogeneity is important for understanding technology adoption and optimal policies.
Nanotechnology involves processes at the molecular and nanoscale levels. It has applications in pharmacy including drug delivery, diagnostics, imaging, and biosensors. Nanoparticles show promise for cancer treatment through targeted drug delivery and hyperthermia. They can be engineered to selectively detect molecular markers of cancer cells through properties like high surface area and quantum dots for imaging. Challenges remain around reducing toxicity while ensuring nanoparticles reach tumors.
This document discusses the use of nanotechnology for cancer treatment. It begins with background on cancer and current chemotherapy approaches. It then introduces the field of cancer nanotechnology, which uses nanoparticles like quantum dots, liposomes, and polymeric nanoparticles. These nanoparticles have unique properties that can help address limitations of chemotherapy like nonspecific toxicity. The document discusses how nanoparticles accumulate in tumors through the enhanced permeability and retention effect and can be used for targeted drug delivery and imaging of cancer at the molecular level with less harm to healthy tissue compared to chemotherapy. Overall, the application of nanotechnology has potential to improve outcomes for cancer treatment.
Institute of Directors Future of Technology ReportEd Dodds
The document discusses emerging technologies and their future impacts. It covers growth in internet access and mobile device usage. Social media is evolving from basic engagement to deeper business transformation. Big data is growing exponentially and will require new skills and partnerships. Mobile internet access will soon surpass fixed connections. The integration of these technologies (internet, mobile, social, big data) will require processes that share information and enable collaboration. Emerging areas discussed include gaming/gamification applications, and potential uses of near field communication beyond just payments. Overall the document examines how technology is radically changing societies and businesses, with impacts that will continue accelerating.
The document summarizes the structure and function of the cardiovascular system. It describes the three main types of blood vessels - arteries, veins, and capillaries. Arteries carry oxygen-rich blood away from the heart, veins carry deoxygenated blood back to the heart, and capillaries facilitate gas and nutrient exchange with tissues. The walls of blood vessels are composed of three tunics - the tunica intima, tunica media, and tunica externa. Arteries and veins have these three layers, while capillaries have a single layer of endothelium. The document also discusses the adaptations of different vessel types for their roles in circulation.
Nanotechnology refers to controlling and manipulating matter at the atomic and molecular scale, generally 100 nanometers or smaller. It has the potential to create new materials and devices with applications in medicine, electronics, and energy. While the concept was first introduced in 1959, scientific research has expanded greatly in recent decades. There are two main approaches - building from the bottom up using molecular components, or constructing from larger entities without atomic control. Many existing products already use nanotechnology, including sunscreens, self-cleaning glass, clothing, and swimming pool cleaners. Nanowires and carbon nanotubes show particular promise for electronics and other applications due to their extraordinary properties compared to existing materials.
This document provides an overview of the cardiovascular system, specifically focusing on blood vessels. It describes the pulmonary and systemic circulations, including the pathways and major arteries and veins involved. For both circulations, it outlines the progression from main blood vessels to smaller arterioles and capillaries, noting key branches and regions supplied. Diagrams and illustrations are included to depict the major blood vessels and their relationships.
This document summarizes the work of Dr. Horacio Cabral in the area of nanomedicine for cancer diagnosis and treatment. It discusses (1) how polymeric nanodevices can be engineered to selectively target cancer cells and reduce toxicity compared to traditional chemotherapy, (2) research using in vivo imaging to observe the behavior and distribution of nanodevices in tumors over time, and (3) ongoing clinical trials evaluating nanomedicine formulations to treat various cancer types. The overall aim is to develop theranostic nanomedicines that can both diagnose and treat cancer with higher precision and lower side effects.
ChatGPT is an AI language model that can generate human-like responses. This document discusses ChatGPT's potential impacts on access, efficiency, employment, and education based on a literature review. It highlights benefits of ChatGPT in healthcare, education, and business, but also acknowledges limitations and need for ethical guidelines due to job impacts and privacy issues. The impact depends on how ChatGPT is applied and social factors. Policy recommendations include ethical standards, reskilling programs, and balancing machine learning with human judgment.
Effects of the External (Macro) And Internal (Micro) Source (Factors) of Inno...inventionjournals
In an attempt to use the resource-based theoretical approach, this article tried to empirically investigate the influence and impact of theinternal (micro) and external (macro) environmental factors of innovation performance using a sample of small and medium sized firms in the telecommunication cluster in Ghana with the main focus on examining variables such as customer inputs, the intensive role of R&D, cooperative networks, the uncertain environment and the complex environment of the firm. A sample of 31 SMEs in the telecommunication cluster was selected with 109 questionnaires administered. The results indicate that the macro environmental sources as cooperative network and customer inputs actually impact positively on the innovation performance of SMEs in the communication cluster in Ghana. However, firm size, network size and complex environment were shown to be negatively related to firm innovation performance.
Leveraging social capital in university-industry knowledge transfer strategie...Ian McCarthy
University-industry partnerships emphasise the transformation of knowledge into products and processes which can be commercially exploited. This paper presents a framework for understanding how social capital in university-industry partnerships affect knowledge transfer strategies, which impacts on collaborative innovation developments. University-industry partnerships in three different countries, all from regions at varying stages of development, are compared using the proposed framework. These include a developed region (Canada), a transition region (Malta), and a developing region (South Africa). Structural, relational and cognitive social capital dimensions are mapped against the knowledge transfer strategy that the university-industry partnership employed: leveraging existing knowledge or appropriating new knowledge. Exploring the comparative presence of social capital in knowledge transfer strategies assists in better understanding how university-industry partnerships can position themselves to facilitate innovation. The paper proposes a link between social capital and knowledge transfer strategy by illustrating how it impacts the competitive positioning of the university-industry partners involved.
the ranking and importance of journals can vary significantly depending on your specific field of study or interest. It's crucial to consult with academic advisors, professors, and experts in your field to identify the most relevant and respected journals for your research. Additionally, you should always check the latest impact factors and rankings for the most up-to-date information.
Effect of Supply Chain Resilience Strategies on Operational Performance of Ma...AkashSharma618775
This document discusses a study on the effect of supply chain resilience strategies on operational performance of manufacturing firms in Nairobi, Kenya. The study aims to determine the role of multisourcing, nearshoring, product harmonization, and inventory management strategies on the operational performance of manufacturing firms. The study found that these variables all have a positive significant effect on operational performance. It is recommended that firms adopt some resilience strategies to varying degrees to improve performance. Enhancing supply chain risk management, such as quality planning and assurance, can also help mitigate risks and improve performance.
An Interdisciplinary And Development Lens On Knowledge TranslationSara Alvarez
This document discusses knowledge translation (KT) through two case studies in South Africa. KT is defined as a dynamic process involving knowledge synthesis, dissemination, exchange and application. The case studies examine KT at an AIDS vaccine trial site and in biotechnology policy harmonization. An interdisciplinary lens highlights the importance of socioeconomic and political contexts. The developing country setting presents particular KT challenges, such as resource constraints and inclusion of diverse communities, that conventional analyses may overlook. Effective KT in developing countries requires context-specific capabilities and capacities.
This document summarizes a presentation given at the 1st International Conference on Management and Communication about implementing sustainability standards in the Nigerian shea butter supply chain network. The presentation discusses the shea butter industry in Nigeria, the research question examining how sustainability standards are implemented in the supply chain, and a literature review finding few studies look at external actors' roles. It presents a conceptual model based on Pettigrew's contextual approach and findings that traditional supply chains lacked sustainability considerations, while external actors now collaborate to promote standards through organizations like the Global Shea Alliance and village initiatives.
PERSPECTIVESWhat is the problem A literature review on ch.docxJUST36
PERSPECTIVES
What is the problem? A literature review on challenges
facing the communication of nanotechnology to the public
Åsa Boholm & Simon Larsson
Received: 18 January 2019 /Accepted: 4 April 2019 /Published online: 23 April 2019
# The Author(s) 2019
Abstract Ethical and societal issues concerning justice,
safety, risks, and benefits are well-established topics in
the discourses of nanotechnology innovation and devel-
opment. That nanotechnology innovation should be so-
cially and ethically responsible is generally accepted by
scientists, policymakers, regulators, and industry, and
the idea of public involvement and communication is
part and parcel of the conceptualization of responsible
technology development. This paper systematically re-
views the social science research literature accumulated
between 2002 and 2018 on the communication of nano-
technology. A critical and constructivist perspective on
policy problems guides the analysis. Two questions are
asked of this literature: what problems are identified
regarding the communication of nanotechnology to the
public? How can these problems be managed and/or
resolved? Three different problem themes are identified:
the public, societal institutions, and nanotechnology
itself. While for some identified problems, there are
corresponding solutions; in other instances, there is little
alignment between problems and solutions. In conclu-
sion, the paper recommends that in communicating
nanotechnology to the public: (i) the objectives of com-
munication should be defined; (ii) previous research
should be used responsibly; (iii) communication strate-
gies should be adapted to the context; and (iv) effort
should not be spent trying to develop a generic frame-
work for communication.
Keywords Responsible innovation . Nanotechnology.
Science communication . Upstream engagement .
Literature review
Introduction
When nanotechnology hype began to mount almost two
decades ago, it was readily recognized that to reach its
full revolutionary potential, nanotechnology develop-
ment had to be Bresponsible^ (Macnaghten 2010;
Pidgeon et al. 2011). The gigantic National
Nanotechnology Initiative (NNI), established in the year
2000 in the United States (US), declared that
Bnanotechnology is helping to considerably improve,
even revolutionize, many technology and industry sec-
tors: information technology, energy, environmental sci-
ence, medicine, homeland security, food safety, and
transportation, among many others^ (NNI 2018a). The
responsible development of nanotechnology that ad-
dresses the ethical, legal, and societal issues (ELSI) of
nanotechnology is one of the NNI’s four objectives,
understood to advance the other, i.e., research, commer-
cialization, worker education, and public engagement.
The way ELSI is addressed is assumed to determine
J Nanopart Res (2019) 21: 86
https://doi.org/10.1007/s11051-019-4524-3
Å. Boholm (*)
School of Global Studies, University of Gothenburg, PO Box 115,
S.
This document discusses the challenges of rigorously measuring the impact of microfinance and summarizes recent evidence and reviews on the topic. It notes that popular expectations of microfinance are declining as more rigorous randomized controlled trials show less positive results than earlier studies. The document reviews different types of impact studies and evidence, focusing primarily on direct effects of microcredit on typical clients. It discusses what constitutes "rigorous" evidence and different approaches to measuring microfinance impact, including independent quantitative and qualitative studies as well as internal social performance assessments. The challenges of accurately measuring impact through interviews and statistical sampling are also outlined.
Transfer of Environmentally Sound Technologies: Identifying the Hierarchy and...scmsnoida5
The application of new, resource efficient
Environmentally Sound Technologies (ESTs) has
become crucial for both development and the
environment. Technology transfer is most
fundamentally complex process of learning and the
effective transfer is not possible until all the factors
related to transfer process is well understood. Present
paper aims to understand Hierarchy and interrelationship
among barriers to the process of adoption
of environmentally sound technologies using an
interpretive structural modelling (ISM) technique. The
paper will reveal how ISM supports policy planners
and implementing agencies in recognizing and
exploring interdependencies among barriers to EST.
The main findings of the paper contain the
development of Hierarchy and inter-relationship of
barriers to EST adoption with ISM model. The
identified barriers are divided into five blocks of
Hierarchy that display their inter-relationship depicting
the driving-dependence relationship. This academic
exercise of ISM model development is expected to
direct a way forward to the policy planners, makers
and implementers to leverage their resources
optimally with effective adoption of EST.
Accounting, Organizations and Society 40 (2015) 78–94Content.docxnettletondevon
Accounting, Organizations and Society 40 (2015) 78–94
Contents lists available at ScienceDirect
Accounting, Organizations and Society
j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / a o s
Organized hypocrisy, organizational façades, and sustainability
reporting
http://dx.doi.org/10.1016/j.aos.2014.12.003
0361-3682/� 2014 Elsevier Ltd. All rights reserved.
⇑ Corresponding author.
E-mail addresses: [email protected] (C.H. Cho), [email protected]
(M. Laine), [email protected] (R.W. Roberts), [email protected]
ulaval.ca (M. Rodrigue).
Charles H. Cho a,⇑, Matias Laine b, Robin W. Roberts c, Michelle Rodrigue d
a ESSEC Business School, 1 Avenue Bernard Hirsch, CS 50105 Cergy, 95021 Cergy Pontoise Cedex, France
b School of Management, 33014 University of Tampere, Tampere, Finland
c Kenneth G. Dixon School of Accounting, University of Central Florida, 4000 Central Florida Blvd, Orlando, FL 32816-1400, USA
d École de comptabilité, Faculté des Sciences de l’Administration, Université Laval, Pavillon Palasis-Prince, 2325 rue de la Terrasse, Québec, Québec G1V 0A6, Canada
a b s t r a c t
Sustainability discourse is becoming ubiquitous. Still, a significant gap persists between
corporate sustainability talk and practice. Prior research on corporate sustainability report-
ing has relied primarily on two competing theoretical framings, signaling theory and legit-
imacy theory, which often produce contradictory results regarding the significance and
effects of such disclosures. Thus, despite this substantial body of research, the role that sus-
tainability disclosures can play in any transition toward a less unsustainable society
remains unclear. In an effort to advance our collective understanding of voluntary corpo-
rate sustainability reporting, we propose a richer and more nuanced theoretical lens by
drawing on prior work in organized hypocrisy (Brunsson, 1989) and organizational façades
(Abrahamson & Baumard, 2008; Nystrom & Strabuck, 1984). We argue that contradictory
societal and institutional pressures, in essence, require organizations to engage in hypoc-
risy and develop façades, thereby severely limiting the prospects that sustainability reports
will ever evolve into substantive disclosures. To illustrate the use of these theoretical con-
cepts, we employ them to examine the talk, decisions, and actions of two highly visible
U.S.-based multinational oil and gas corporations during the time period of significant
national debate over oil exploration in the Alaskan National Wildlife Refuge. We conclude
that the concepts of organizational façade and organized hypocrisy are beneficial to the
sustainability disclosure literature because they provide theoretical space to more formally
acknowledge and incorporate how the prevailing economic system and conflicting stake-
holder demands constrain the action choices of individual corporations.
� 2014 Elsevier Ltd. All rights reserved.
Introduction
The expansion of human .
THE FRAMEWORK OF ARTIFICIAL INTELLIGENCE (FAI): DRIVING TRIGGERS, STATE OF TH...ijaia
The authors present a new Framework of Artificial Intelligence which analyzes the key elements of
transformational AI in industry. The State of the Art of Artificial Intelligence is gleaned from an
examination of what has been done in the past, presently in the last decade and what is predicted for future
decades. The paper will highlight the biggest changes in AI, important influencers to adoption/diffusion
and give examples of how these technologies have and will be applied in three key industrial sectors,
including agriculture, education and healthcare. Next the research examines seven driving triggers of cost,
speed, accuracy, diversity/inclusion, interdisciplinary research/collaboration and ethics/trustworthiness
that are accelerating AI development and concludes with a discussion of what are the critical success
factors for industry to be transformational in AI.
Towards Decision Support and Goal AchievementIdentifying Ac.docxturveycharlyn
Towards Decision Support and Goal Achievement:
Identifying Action-Outcome Relationships From Social
Media
Emre Kıcıman
Microsoft Research
[email protected]
Matthew Richardson
Microsoft Research
[email protected]
ABSTRACT
Every day, people take actions, trying to achieve their per-
sonal, high-order goals. People decide what actions to take
based on their personal experience, knowledge and gut in-
stinct. While this leads to positive outcomes for some peo-
ple, many others do not have the necessary experience, knowl-
edge and instinct to make good decisions. What if, rather
than making decisions based solely on their own personal
experience, people could take advantage of the reported ex-
periences of hundreds of millions of other people?
In this paper, we investigate the feasibility of mining the
relationship between actions and their outcomes from the
aggregated timelines of individuals posting experiential mi-
croblog reports. Our contributions include an architecture
for extracting action-outcome relationships from social me-
dia data, techniques for identifying experiential social media
messages and converting them to event timelines, and an
analysis and evaluation of action-outcome extraction in case
studies.
1. INTRODUCTION
While current structured knowledge bases (e.g., Freebase)
contain a sizeable collection of information about entities,
from celebrities and locations to concepts and common ob-
jects, there is a class of knowledge that has minimal cov-
erage: actions. Simple information about common actions,
such as the effect of eating pasta before running a marathon,
or the consequences of adopting a puppy, are missing. While
some of this information may be found within the free text of
Wikipedia articles, the lack of a structured or semi-structured
representation make it largely unavailable for computational
usage. With computing devices continuing to become more
embedded in our everyday lives, and mediating an increasing
degree of our interactions with both the digital and physical
world, knowledge bases that can enable our computing de-
vices to represent and evaluate actions and their likely out-
comes can help individuals reason about actions and their
Permission to make digital or hard copies of all or part of this work for personal or
classroom use is granted without fee provided that copies are not made or distributed
for profit or commercial advantage and that copies bear this notice and the full citation
on the first page. Copyrights for components of this work owned by others than the
author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or
republish, to post on servers or to redistribute to lists, requires prior specific permission
and/or a fee. Request permissions from [email protected]
KDD’15, August 10-13, 2015, Sydney, NSW, Australia.
Copyright is held by the owner/author(s). Publication rights licensed to ACM.
ACM 978-1-4503-3664-2/15/08 ...$15.00.
DOI: http://dx.doi.org/10.1145 ...
Resource-Based Collaboration and Responsiveness of Mobile Telecommunication C...AJHSSR Journal
This document summarizes a research paper that examined the relationship between resource-based collaboration and responsiveness among mobile telecommunications companies in Nigeria. It provides background on the study, including the objectives, theoretical framework, and key concepts. The literature review covers theories of transaction costs and resources, as well as concepts related to collaboration, responsiveness (including agility, adaptability, and proactiveness), and how they can enhance competitive advantage.
Institute of Directors Future of Technology ReportEd Dodds
The document discusses emerging technologies and their future impacts. It covers growth in internet access and mobile device usage. Social media is evolving from basic engagement to deeper business transformation. Big data is growing exponentially and will require new skills and partnerships. Mobile internet access will soon surpass fixed connections. The integration of these technologies (internet, mobile, social, big data) will require processes that share information and enable collaboration. Emerging areas discussed include gaming/gamification applications, and potential uses of near field communication beyond just payments. Overall the document examines how technology is radically changing societies and businesses, with impacts that will continue accelerating.
The document summarizes the structure and function of the cardiovascular system. It describes the three main types of blood vessels - arteries, veins, and capillaries. Arteries carry oxygen-rich blood away from the heart, veins carry deoxygenated blood back to the heart, and capillaries facilitate gas and nutrient exchange with tissues. The walls of blood vessels are composed of three tunics - the tunica intima, tunica media, and tunica externa. Arteries and veins have these three layers, while capillaries have a single layer of endothelium. The document also discusses the adaptations of different vessel types for their roles in circulation.
Nanotechnology refers to controlling and manipulating matter at the atomic and molecular scale, generally 100 nanometers or smaller. It has the potential to create new materials and devices with applications in medicine, electronics, and energy. While the concept was first introduced in 1959, scientific research has expanded greatly in recent decades. There are two main approaches - building from the bottom up using molecular components, or constructing from larger entities without atomic control. Many existing products already use nanotechnology, including sunscreens, self-cleaning glass, clothing, and swimming pool cleaners. Nanowires and carbon nanotubes show particular promise for electronics and other applications due to their extraordinary properties compared to existing materials.
This document provides an overview of the cardiovascular system, specifically focusing on blood vessels. It describes the pulmonary and systemic circulations, including the pathways and major arteries and veins involved. For both circulations, it outlines the progression from main blood vessels to smaller arterioles and capillaries, noting key branches and regions supplied. Diagrams and illustrations are included to depict the major blood vessels and their relationships.
This document summarizes the work of Dr. Horacio Cabral in the area of nanomedicine for cancer diagnosis and treatment. It discusses (1) how polymeric nanodevices can be engineered to selectively target cancer cells and reduce toxicity compared to traditional chemotherapy, (2) research using in vivo imaging to observe the behavior and distribution of nanodevices in tumors over time, and (3) ongoing clinical trials evaluating nanomedicine formulations to treat various cancer types. The overall aim is to develop theranostic nanomedicines that can both diagnose and treat cancer with higher precision and lower side effects.
ChatGPT is an AI language model that can generate human-like responses. This document discusses ChatGPT's potential impacts on access, efficiency, employment, and education based on a literature review. It highlights benefits of ChatGPT in healthcare, education, and business, but also acknowledges limitations and need for ethical guidelines due to job impacts and privacy issues. The impact depends on how ChatGPT is applied and social factors. Policy recommendations include ethical standards, reskilling programs, and balancing machine learning with human judgment.
Effects of the External (Macro) And Internal (Micro) Source (Factors) of Inno...inventionjournals
In an attempt to use the resource-based theoretical approach, this article tried to empirically investigate the influence and impact of theinternal (micro) and external (macro) environmental factors of innovation performance using a sample of small and medium sized firms in the telecommunication cluster in Ghana with the main focus on examining variables such as customer inputs, the intensive role of R&D, cooperative networks, the uncertain environment and the complex environment of the firm. A sample of 31 SMEs in the telecommunication cluster was selected with 109 questionnaires administered. The results indicate that the macro environmental sources as cooperative network and customer inputs actually impact positively on the innovation performance of SMEs in the communication cluster in Ghana. However, firm size, network size and complex environment were shown to be negatively related to firm innovation performance.
Leveraging social capital in university-industry knowledge transfer strategie...Ian McCarthy
University-industry partnerships emphasise the transformation of knowledge into products and processes which can be commercially exploited. This paper presents a framework for understanding how social capital in university-industry partnerships affect knowledge transfer strategies, which impacts on collaborative innovation developments. University-industry partnerships in three different countries, all from regions at varying stages of development, are compared using the proposed framework. These include a developed region (Canada), a transition region (Malta), and a developing region (South Africa). Structural, relational and cognitive social capital dimensions are mapped against the knowledge transfer strategy that the university-industry partnership employed: leveraging existing knowledge or appropriating new knowledge. Exploring the comparative presence of social capital in knowledge transfer strategies assists in better understanding how university-industry partnerships can position themselves to facilitate innovation. The paper proposes a link between social capital and knowledge transfer strategy by illustrating how it impacts the competitive positioning of the university-industry partners involved.
the ranking and importance of journals can vary significantly depending on your specific field of study or interest. It's crucial to consult with academic advisors, professors, and experts in your field to identify the most relevant and respected journals for your research. Additionally, you should always check the latest impact factors and rankings for the most up-to-date information.
Effect of Supply Chain Resilience Strategies on Operational Performance of Ma...AkashSharma618775
This document discusses a study on the effect of supply chain resilience strategies on operational performance of manufacturing firms in Nairobi, Kenya. The study aims to determine the role of multisourcing, nearshoring, product harmonization, and inventory management strategies on the operational performance of manufacturing firms. The study found that these variables all have a positive significant effect on operational performance. It is recommended that firms adopt some resilience strategies to varying degrees to improve performance. Enhancing supply chain risk management, such as quality planning and assurance, can also help mitigate risks and improve performance.
An Interdisciplinary And Development Lens On Knowledge TranslationSara Alvarez
This document discusses knowledge translation (KT) through two case studies in South Africa. KT is defined as a dynamic process involving knowledge synthesis, dissemination, exchange and application. The case studies examine KT at an AIDS vaccine trial site and in biotechnology policy harmonization. An interdisciplinary lens highlights the importance of socioeconomic and political contexts. The developing country setting presents particular KT challenges, such as resource constraints and inclusion of diverse communities, that conventional analyses may overlook. Effective KT in developing countries requires context-specific capabilities and capacities.
This document summarizes a presentation given at the 1st International Conference on Management and Communication about implementing sustainability standards in the Nigerian shea butter supply chain network. The presentation discusses the shea butter industry in Nigeria, the research question examining how sustainability standards are implemented in the supply chain, and a literature review finding few studies look at external actors' roles. It presents a conceptual model based on Pettigrew's contextual approach and findings that traditional supply chains lacked sustainability considerations, while external actors now collaborate to promote standards through organizations like the Global Shea Alliance and village initiatives.
PERSPECTIVESWhat is the problem A literature review on ch.docxJUST36
PERSPECTIVES
What is the problem? A literature review on challenges
facing the communication of nanotechnology to the public
Åsa Boholm & Simon Larsson
Received: 18 January 2019 /Accepted: 4 April 2019 /Published online: 23 April 2019
# The Author(s) 2019
Abstract Ethical and societal issues concerning justice,
safety, risks, and benefits are well-established topics in
the discourses of nanotechnology innovation and devel-
opment. That nanotechnology innovation should be so-
cially and ethically responsible is generally accepted by
scientists, policymakers, regulators, and industry, and
the idea of public involvement and communication is
part and parcel of the conceptualization of responsible
technology development. This paper systematically re-
views the social science research literature accumulated
between 2002 and 2018 on the communication of nano-
technology. A critical and constructivist perspective on
policy problems guides the analysis. Two questions are
asked of this literature: what problems are identified
regarding the communication of nanotechnology to the
public? How can these problems be managed and/or
resolved? Three different problem themes are identified:
the public, societal institutions, and nanotechnology
itself. While for some identified problems, there are
corresponding solutions; in other instances, there is little
alignment between problems and solutions. In conclu-
sion, the paper recommends that in communicating
nanotechnology to the public: (i) the objectives of com-
munication should be defined; (ii) previous research
should be used responsibly; (iii) communication strate-
gies should be adapted to the context; and (iv) effort
should not be spent trying to develop a generic frame-
work for communication.
Keywords Responsible innovation . Nanotechnology.
Science communication . Upstream engagement .
Literature review
Introduction
When nanotechnology hype began to mount almost two
decades ago, it was readily recognized that to reach its
full revolutionary potential, nanotechnology develop-
ment had to be Bresponsible^ (Macnaghten 2010;
Pidgeon et al. 2011). The gigantic National
Nanotechnology Initiative (NNI), established in the year
2000 in the United States (US), declared that
Bnanotechnology is helping to considerably improve,
even revolutionize, many technology and industry sec-
tors: information technology, energy, environmental sci-
ence, medicine, homeland security, food safety, and
transportation, among many others^ (NNI 2018a). The
responsible development of nanotechnology that ad-
dresses the ethical, legal, and societal issues (ELSI) of
nanotechnology is one of the NNI’s four objectives,
understood to advance the other, i.e., research, commer-
cialization, worker education, and public engagement.
The way ELSI is addressed is assumed to determine
J Nanopart Res (2019) 21: 86
https://doi.org/10.1007/s11051-019-4524-3
Å. Boholm (*)
School of Global Studies, University of Gothenburg, PO Box 115,
S.
This document discusses the challenges of rigorously measuring the impact of microfinance and summarizes recent evidence and reviews on the topic. It notes that popular expectations of microfinance are declining as more rigorous randomized controlled trials show less positive results than earlier studies. The document reviews different types of impact studies and evidence, focusing primarily on direct effects of microcredit on typical clients. It discusses what constitutes "rigorous" evidence and different approaches to measuring microfinance impact, including independent quantitative and qualitative studies as well as internal social performance assessments. The challenges of accurately measuring impact through interviews and statistical sampling are also outlined.
Transfer of Environmentally Sound Technologies: Identifying the Hierarchy and...scmsnoida5
The application of new, resource efficient
Environmentally Sound Technologies (ESTs) has
become crucial for both development and the
environment. Technology transfer is most
fundamentally complex process of learning and the
effective transfer is not possible until all the factors
related to transfer process is well understood. Present
paper aims to understand Hierarchy and interrelationship
among barriers to the process of adoption
of environmentally sound technologies using an
interpretive structural modelling (ISM) technique. The
paper will reveal how ISM supports policy planners
and implementing agencies in recognizing and
exploring interdependencies among barriers to EST.
The main findings of the paper contain the
development of Hierarchy and inter-relationship of
barriers to EST adoption with ISM model. The
identified barriers are divided into five blocks of
Hierarchy that display their inter-relationship depicting
the driving-dependence relationship. This academic
exercise of ISM model development is expected to
direct a way forward to the policy planners, makers
and implementers to leverage their resources
optimally with effective adoption of EST.
Accounting, Organizations and Society 40 (2015) 78–94Content.docxnettletondevon
Accounting, Organizations and Society 40 (2015) 78–94
Contents lists available at ScienceDirect
Accounting, Organizations and Society
j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a t e / a o s
Organized hypocrisy, organizational façades, and sustainability
reporting
http://dx.doi.org/10.1016/j.aos.2014.12.003
0361-3682/� 2014 Elsevier Ltd. All rights reserved.
⇑ Corresponding author.
E-mail addresses: [email protected] (C.H. Cho), [email protected]
(M. Laine), [email protected] (R.W. Roberts), [email protected]
ulaval.ca (M. Rodrigue).
Charles H. Cho a,⇑, Matias Laine b, Robin W. Roberts c, Michelle Rodrigue d
a ESSEC Business School, 1 Avenue Bernard Hirsch, CS 50105 Cergy, 95021 Cergy Pontoise Cedex, France
b School of Management, 33014 University of Tampere, Tampere, Finland
c Kenneth G. Dixon School of Accounting, University of Central Florida, 4000 Central Florida Blvd, Orlando, FL 32816-1400, USA
d École de comptabilité, Faculté des Sciences de l’Administration, Université Laval, Pavillon Palasis-Prince, 2325 rue de la Terrasse, Québec, Québec G1V 0A6, Canada
a b s t r a c t
Sustainability discourse is becoming ubiquitous. Still, a significant gap persists between
corporate sustainability talk and practice. Prior research on corporate sustainability report-
ing has relied primarily on two competing theoretical framings, signaling theory and legit-
imacy theory, which often produce contradictory results regarding the significance and
effects of such disclosures. Thus, despite this substantial body of research, the role that sus-
tainability disclosures can play in any transition toward a less unsustainable society
remains unclear. In an effort to advance our collective understanding of voluntary corpo-
rate sustainability reporting, we propose a richer and more nuanced theoretical lens by
drawing on prior work in organized hypocrisy (Brunsson, 1989) and organizational façades
(Abrahamson & Baumard, 2008; Nystrom & Strabuck, 1984). We argue that contradictory
societal and institutional pressures, in essence, require organizations to engage in hypoc-
risy and develop façades, thereby severely limiting the prospects that sustainability reports
will ever evolve into substantive disclosures. To illustrate the use of these theoretical con-
cepts, we employ them to examine the talk, decisions, and actions of two highly visible
U.S.-based multinational oil and gas corporations during the time period of significant
national debate over oil exploration in the Alaskan National Wildlife Refuge. We conclude
that the concepts of organizational façade and organized hypocrisy are beneficial to the
sustainability disclosure literature because they provide theoretical space to more formally
acknowledge and incorporate how the prevailing economic system and conflicting stake-
holder demands constrain the action choices of individual corporations.
� 2014 Elsevier Ltd. All rights reserved.
Introduction
The expansion of human .
THE FRAMEWORK OF ARTIFICIAL INTELLIGENCE (FAI): DRIVING TRIGGERS, STATE OF TH...ijaia
The authors present a new Framework of Artificial Intelligence which analyzes the key elements of
transformational AI in industry. The State of the Art of Artificial Intelligence is gleaned from an
examination of what has been done in the past, presently in the last decade and what is predicted for future
decades. The paper will highlight the biggest changes in AI, important influencers to adoption/diffusion
and give examples of how these technologies have and will be applied in three key industrial sectors,
including agriculture, education and healthcare. Next the research examines seven driving triggers of cost,
speed, accuracy, diversity/inclusion, interdisciplinary research/collaboration and ethics/trustworthiness
that are accelerating AI development and concludes with a discussion of what are the critical success
factors for industry to be transformational in AI.
Towards Decision Support and Goal AchievementIdentifying Ac.docxturveycharlyn
Towards Decision Support and Goal Achievement:
Identifying Action-Outcome Relationships From Social
Media
Emre Kıcıman
Microsoft Research
[email protected]
Matthew Richardson
Microsoft Research
[email protected]
ABSTRACT
Every day, people take actions, trying to achieve their per-
sonal, high-order goals. People decide what actions to take
based on their personal experience, knowledge and gut in-
stinct. While this leads to positive outcomes for some peo-
ple, many others do not have the necessary experience, knowl-
edge and instinct to make good decisions. What if, rather
than making decisions based solely on their own personal
experience, people could take advantage of the reported ex-
periences of hundreds of millions of other people?
In this paper, we investigate the feasibility of mining the
relationship between actions and their outcomes from the
aggregated timelines of individuals posting experiential mi-
croblog reports. Our contributions include an architecture
for extracting action-outcome relationships from social me-
dia data, techniques for identifying experiential social media
messages and converting them to event timelines, and an
analysis and evaluation of action-outcome extraction in case
studies.
1. INTRODUCTION
While current structured knowledge bases (e.g., Freebase)
contain a sizeable collection of information about entities,
from celebrities and locations to concepts and common ob-
jects, there is a class of knowledge that has minimal cov-
erage: actions. Simple information about common actions,
such as the effect of eating pasta before running a marathon,
or the consequences of adopting a puppy, are missing. While
some of this information may be found within the free text of
Wikipedia articles, the lack of a structured or semi-structured
representation make it largely unavailable for computational
usage. With computing devices continuing to become more
embedded in our everyday lives, and mediating an increasing
degree of our interactions with both the digital and physical
world, knowledge bases that can enable our computing de-
vices to represent and evaluate actions and their likely out-
comes can help individuals reason about actions and their
Permission to make digital or hard copies of all or part of this work for personal or
classroom use is granted without fee provided that copies are not made or distributed
for profit or commercial advantage and that copies bear this notice and the full citation
on the first page. Copyrights for components of this work owned by others than the
author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or
republish, to post on servers or to redistribute to lists, requires prior specific permission
and/or a fee. Request permissions from [email protected]
KDD’15, August 10-13, 2015, Sydney, NSW, Australia.
Copyright is held by the owner/author(s). Publication rights licensed to ACM.
ACM 978-1-4503-3664-2/15/08 ...$15.00.
DOI: http://dx.doi.org/10.1145 ...
Resource-Based Collaboration and Responsiveness of Mobile Telecommunication C...AJHSSR Journal
This document summarizes a research paper that examined the relationship between resource-based collaboration and responsiveness among mobile telecommunications companies in Nigeria. It provides background on the study, including the objectives, theoretical framework, and key concepts. The literature review covers theories of transaction costs and resources, as well as concepts related to collaboration, responsiveness (including agility, adaptability, and proactiveness), and how they can enhance competitive advantage.
FirstReview these assigned readings; they will serve as your .docxclydes2
First:
Review these assigned readings; they will serve as your scientific sources of accurate information:
http://www.closerlookatstemcells.org/Top_10_Stem_Cell_Treatment_Facts.html
http://www.closerlookatstemcells.org/How_Science_Becomes_Medicine.html
http://www.newvision.co.ug/news/649266-fighting-ageing-using-stem-cell-therapy.html
http://www.nature.com/news/stem-cells-in-texas-cowboy-culture-1.12404
http://www.cbc.ca/radio/whitecoat/blog/stem-cell-hype-and-risk-1.3654515
http://stm.sciencemag.org/content/7/278/278ps4.full
Next:
Use a standard Google search for this phrase: “stem cell therapy.” Do not go to Google Scholar. Select one of the websites, blogs, or other locations that offer stem cell therapies.
Save the link for your selected site.
Read the materials provided on your selected site and find out who the authors and sponsors of the site are by going to their “home” or “about us” pages.
Finally, submit your responses to the following in an essay of 500-750 words (2-3 pages of text—use a separate page for a title and for your references):
You are going to prepare a critique of the site you located and compare it to the scientific information available on this therapy.
Give the full title of the website, web blog, or other site that you selected, along with the link.
Describe the therapy that is being offered and what conditions it is designed to treat.
Who are the authors and sponsors of the site you selected?
Compare the claims about the therapy offered to what is said in the assigned readings about this type of therapy. You may have to use our library, as well, to determine what scientists and researchers have to say about the use of stem cells to treat this condition.
Would you say that the therapy you found is a well-established, proven technique for humans, or more of an experimental, unproven approach?
What about the type of language discussed in the Goldman article? Is the therapy you found using sensationalist claims and terminology that are not supported by the scientific research?
Would you recommend that a patient with this condition go ahead and participate in this treatment? Why or why not?
Literature review on how Information Technology has impacted governing bodies’ ability to align public policy with stakeholder needs
Nowadays, the governing bodies both in public and private sectors are dealing with complex systems on a day to day operations. These systems are made up of different components which present varying interactions and interrelationships with and/or among each other; therefore, making their management to be difficult or challenging. Indeed, Ruiz, Zabaleta & Elorza (2016), highlighted that public policymakers have to deal with complex systems which involve heterogeneous agents that act in non-linear behaviors making their management difficult. Neziraj & Shaqiri (2018) also stated that the policymakers are faced with problems which are complex and non-uniform due to a lot of uncertainties and risk situ.
GREEN ICT POLICY MATURITY FOR ACTUALIZATION OF SUSTAINABLE COMPUTING IN DEVEL...ijcseit
Green ICT Policy encompasses the frameworks an organization has developed and put in place to apply
environmental sustainability criteria throughout its value chain. The lack of appropriate green policy
alignment to application of ICT uptake challenges the reaping of the benefits often stated of ICT. Multiple
case study design with case from different sectors of the economy selected based on information richness,
accessibility, size as well as diversity in application of ICT was employed. Triangulation of data collection
and findings interpretation was utilised. The study established that green ICT policy maturity was very low.
In effect, calling for purposed policy set up on green ICT application by developing nations to ensure ICT
benefits are realised while limiting environmental degradation.
- The document discusses green ICT policy maturity in developing nations. It analyzes case studies from different sectors in Kenya to assess policy maturity levels.
- The study found that green ICT policy maturity was very low across all cases. Most organizations did not have formal policies addressing green data centers, shifting to renewable energy, reducing carbon footprints, environmentally-friendly purchasing, employee ICT use, green supply chain management, electronic waste management, or corporate social responsibility.
- With such immature policies, the study concludes that developing nations are not well-positioned to ensure ICT benefits are realized while limiting environmental degradation. Comprehensive national policies on green computing are needed.
The Impact of Information System (Internet of Things) on Management and Globa...BRNSSPublicationHubI
This document discusses the impact of information systems and the Internet of Things (IoT) on management and globalization. It describes how IoT has revolutionized decision-making, communication, economics, and other areas due to the evolution of the web and new technologies. However, the rise of IoT has also increased security risks and cyber attacks. An embedded framework is needed to address these security issues and mitigate the negative impacts of IoT technology on society.
Similar to Wp57 csr in_the_uk_nanotechnology_industry (20)
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
20240609 QFM020 Irresponsible AI Reading List May 2024
Wp57 csr in_the_uk_nanotechnology_industry
1. The Centre For Business Relationships,
Accountability, Sustainability and Society
Working Paper Series No. 57
CSR in the UK Nanotechnology Industry:
Attitudes and Prospects
Chris Groves, Robert Lee, Lori Frater
and
Gavin Harper
3. CSR in the UK Nanotechnology Industry: Attitudes and Prospects
Chris Groves, Robert Lee, Lori Frater, Gavin Harper
Abstract
This paper aims to provide a clearer understanding of the role which corporate social
responsibility (CSR) currently plays in influencing the activities of companies
involved in the nanotechnologies industry in the UK, and how CSR may contribute to
building the material and social sustainability of the industry as part of a regime of
adaptive and anticipatory governance. The paper employs a conceptual framework in
which a model of continuous improvement and a classification of “modes” of CSR
(“do no harm”, “positive social force”) are used to evaluate the extent to which
nanotechnology companies report on their impact management activities (based on an
online survey of 78 companies), and to interpret attitudes towards CSR (drawing on
15 semi-structured interviews with company representatives). It is argued that the
general level of CSR reporting is low, although companies themselves often
demonstrate awareness of the requirements of a “do no harm” model of CSR. It is
suggested that, if CSR is to be positioned as contributing to an adaptive and
anticipatory governance framework for nanotechnology in the UK, serious
shortcomings and obstacles need to be addressed in order to move closer to the
“positive social force” mode of CSR.
Keywords: corporate social responsibility, CSR, nanotechnology, risk, uncertainty,
ELSI.
4. Introduction
It is often noted that emerging technologies can put extreme pressure on regulatory
systems, given the difference in speed between technological innovations on the one
hand and of regulatory responses on the other. Nanoscale science and technology
(hereafter NST) represents one particularly notable example. Concerns about the
human health and environmental risks which may be associated with the ever-
widening number of uses for nanomaterials has led, over the least decade, to a
growing number of research initiatives led by governments across various
jurisdictions in conjunction with universities and private industry to assess whether
these risks may be real, and if so, how adequate existing regulatory regimes would be
in dealing with them.
The pursuit of innovation in NST is driven by a number of long-standing factors.
Some of these derive from processes which have a great deal of historical momentum
behind them, such as the desire to continue miniaturising the building blocks of the
information technology industry. Others are the result of assessments of the strategic
promise of nanotechnology, in which strongly divergent futures (as opposed to simple
continuations of past trends) play a performative role in forming and consolidating
research capacity, institutional support, and financial backing (Brown and Michael
2003). Tying together these two types of driver is the specific attraction of current
NST, based on the discovery of the enhanced and/or novel properties possessed by
some materials engineered on the nanoscale, of which carbon nanotubes and quantum
dots provide two well-known examples.
However, that these properties cannot, in some cases, necessarily be predicted from
what we know of how larger-scale versions of the same materials behave, means that
there may be risks associated with the use of the nanoscale versions that are not
associated with the macro-scale ones (Ludlow et al. 2007; RS/RAEng 2004, p. 86).
Coupled with this, there is a possibility that some current and emerging widespread
uses of nanomaterials (in medical applications, in cosmetics and sunscreens, in
antimicrobials added to clothing, cooking utensils and so on) may lead to long-term
exposures of workers, consumers and eventually ecosystems to varying doses of free
nanomaterials at various points along the product lifecycle (which, when disposal is
taken into account, may need to be considered as stretching decades or even further
into the future). Further, there are serious ongoing uncertainties surrounding just how
5. far any potential dangerous contaminations might be traceable and measurable (Lõsch
et al. 2009). The potential role of nanomaterials as additions to a huge range of
materials or devices means that they may become pervasive in a way that challenges
the reach of current regulations, based on threshold measurements and other criteria
which may not be applicable to nanomaterials (Frater et al. 2006).
Consequently, governments have been faced with a serious problem: a lack of data
and a consequent inability to fully assess whether existing risk assessment
methodologies and regulatory systems are fit for purpose. Risk governance has to be
shift ground, taking seriously the need to base decisions on judgements about the
extent of uncertainty and ignorance in particular areas of concern. As a result, a
general trend in the governance of emerging technologies has intensified in the case
of NST. If innovation is to be allowed to proceed (and highly-restrictive, top-down
legal measures like moratoria avoided) assessment and management of risk will need
to, on the one hand, become adaptive and sensitive to “points of no return”, and, on
the other, shift into an anticipatory mode (Barben et al. 2007; Kearnes and Rip 2009;
Rashba and Gamota 2003), takings it cue on models of anticipatory innovation from
the IT industry (Byrne and Go lder 2002).
Further, social science research has pointed out that the social legitimacy and public
acceptance of new technologies often depends on how trusted governance actors are -
including public agencies but also private industry and academic researchers. The
public are aware that, beyond known risks, there will inevitably be uncertainties
which surround the uses to which new technologies are put. Their judgements about
whether a given technology is being used in legitimate ways depends, amongst other
things, on whether they judge regulatory structures can be trusted to manage any
problems which might emerge (Grove-White et al. 2000, p. 29; Macoubrie 2006, pp.
235-236). Public participation and deliberation, as a form of technology assessment,
has therefore been recommended as a means of assessing “societal concern”,
alongside the need to anticipate potential health and environmental risks (Renn and
Roco 2006, p. 164). Deliberative engagement exercises in various jurisdictions have
exposed several issues of concern, and which may affect the legitimacy of the
technology either in the short or longer term:
6. • “naturalness” concerns with respect to food uses, where naturalness is taken as
an index of expectations that unanticipated risks should be of concern (FIRA
2006)
• “access” concerns, around equitable distribution of the potential benefits of the
technology, especially relating to whether or not the development of
applications to specifically benefit the developing world is likely (Gavelin et
al. 2007, pp. 33-35, 40; Kearnes et al. 2006b, p. 54)
• “trust” concerns, around whether private and public institutions are likely to
handle any unanticipated risks in a responsible manner (Grove-White et al.
2000, p. 29; Macoubrie 2006, pp. 235-236)
• “transparency” concerns, particularly over whether experts (based within both
private and public institutions) are prepared to acknowledge the limits of what
is currently (and indeed can be) known about potential hazards (Gavelin et al.
2007, p. 29)
Given these considerations, the contribution voluntary forms of regulation (such as
codes of conduct, standardisation, certification, disclosure, communication with
stakeholders etc.) could make to adapting governance for situations of ongoing and
widespread uncertainty has the refore been of significant interest. Both the UK and US
governments have undertaken voluntary reporting programmes for the NST industry,
to gather information on the characterisation and extent of safety testing of materials
currently being used in R&D and commercial product development (Environmental
Protection Agency 2008; Government 2008). Both these programmes have met with
limited levels of success.
Other approaches have also been explored. The UK Department for Environment,
Food and Rural Affairs (DEFRA), who since 2005 have been instrumental in helping
to oversee many of the regulatory efforts in the UK, undertook to investigate the
potential of corporate social responsibility-based governance as a way of building
values-based governance, foresight, data-sharing, public engagement and temporally-
extended efforts at risk management into research and development practice in private
industry and academia. Adoption of CSR practices is held to promote the
development of a pro-active cultural shift within organisations towards ethical (as
opposed to purely legal) models of responsibility (Carroll 1991). BRASS undertook
research for DEFRA to investigate both the current extent of practices that could be
7. classified as “socially responsible” within the UK nano technology industry, and the
potential there for further development. 1
One of the key questions to be answered is how CSR needs to be conceptualised in
order to capture what might be meant by “responsible innovation” that is genuinely
“socially sustainable”, i.e. commands trust and builds common and relied-on
expectations about the future among a wide range of stakeholders, thus producing
what could perhaps be though of as an inclusive form of what Knorr-Cetina (1999)
calls an “epistemic culture”. It has been argued that the emergence of strategic
science within technological societies displaces the old division between basic and
applied research (Ziman 2000), and leads to a culture in which science is increasingly
held accountable – or at least scrutinised – for the social value of its results (Jotterand
2006). Some have argued that the legitimacy of emerging strategic technologies is
connected to how (Groves 2009; Kearnes et al. 2006a; Kearnes and Wynne 2007)
those responsible for developing and promoting them address issues of uncertainty –
concerning risks certainly, but also deeper questions of what values and norms should
be relied on in making decisions about intrinsically uncertain and unknowable futures.
The institutions which drive technological innovation, on this view, need to become
more reflexive about their assumptions, and not simply in ways which enshrine a
reflexive culture firmly within an organisation, but by connecting it to wider society
via institutions and practices which open it up to scrutiny, criticism and change. “A
key condition for rebuilding trust and legitimacy in such institutions is that they must
be experienced to be putting their own assumptions into dialogue with others.”
(Wynne 2006, p. 77) Such a view of responsible innovation sees adaptive
management concerned to build governance structures designed to respond quickly to
risks as only part of the equation: the extension of systematic “upstream” public
engagement (i.e. in advance of commercialisation), moving eventually towards the
institutionalisation of participation in design as part of a wider ideal of technological
citizenship is required (Winner 1995, pp. 80-82). A positive vision of the social value
of innovation drives this kind of CSR, as opposed to a desire to simply “minimise
risk”.
1
The final report can be downloaded from the DEFRA website at
http://randd.defra.gov.uk/Document.aspx?Document=CB0417_8234_FRP.pdf.
8. Conceptual background and methodology
Key concepts
The conceptual framework which informed the project identified a baseline
understanding of CSR, one which conceptualises companies as social entities with a
range of obligations, rather than as private entities with a duty to maximise profits for
their shareholders. It follows from this understanding that, as a company can have a
range of negative and positive impacts on society through its profit-seeking activities,
it therefore has certain obligations to contribute to the mana gement of impacts,
wherever they levy external costs or harms on others. As this management goal is an
ideal, one might look to how continuous improvement in pursuing it should be
conceptualised. The following three steps might be considered as integral to an ideal
type for any such programme.
Table 1: A schematic outline of continuous improvement in CSR
1. Ensure compliance with legislation to the fullest extent;
2. Anticipate and manage mpacts beyond the level of compliance with
i
existing regulation;
3. Ensure that reporting on these activities takes place, preferably supported
by external audits.
Thinking normatively about how such a process might work, we may assume it is
necessary to establish a dynamic and mutually-reinforcing relationship between
different forms of commitment, which might be divided into three classes.
Table 2: Types of corporate commitment
a) Commitments to high level values
b) Concrete policies which express values
c) Key performance indicators, against which policies are audited and
which are then reported.
Aside from this processual component, we also need to be clearer about the
substantive purpose of CSR, which can itself be conceived of in two contrasting ways,
as we intimated at the end of the previous section and as the recent EU- funded
RESPONSE study of firms’ attitudes to CSR has shown. The research identified two
main CSR orientations – on the one hand, towards minimisation of risks both to the
business and to society across the spectrum of a company’s activities – “do no harm”
9. – and, on the other, towards adding positive social value to the company’s business
activities - the company as “positive social force” (see Figure 1 below).
Figure 1: Corporate Social Responsibilities as a continuum (Pedersen 2009)
For example, aligning activities 1-3 above has long been viewed as a means of
reducing business risk. Businesses with proactive CSR engage in managerial practices
like environmental assessment and stakeholder management (Wood 1991) that tend to
anticipate and reduce potential sources of business risk, such as potential
governmental regulation, labour unrest, or environmental damage (Orlitzsky and
Benjamin 2001). On the other hand, where businesses are engaged in innovation,
particularly in emerging technologies, there may be scope for the business to enhance
society beyond the provision of useful products, such as contributing more widely to
sustainable innova tion and development (Carpenter and White 2004) or by adopting
business paradigms like “socially responsible design” (Davey et al. 2005).
So, to understand the presence and influence of CSR practices within the UK
nanotechnology industry, and attitudes therein towards CSR more generally, it was
necessary to understand both substantive understandings of CSR and how far
processes for continuously improving CSR performance exist.
10. Further, the importance of activity 3 above – reporting – must be especially
emphasized (e.g. GRI 2006). Without an adequate reporting – and auditing – strategy,
the legitimacy of any approach to continuous improvement is impossible to establish.
Consequently, it is necessary to reflect this consideration in research design.
Methodology
As a result of these considerations, the research was designed to examine both to what
extent the dynamic model of CSR outline above is evident within the UK NST
industry, and also to examine where on the CSR continuum depicted in Figure 1 these
practices can be located. The empirical research fell into three phases.
Phase 1
A literature review of academic, policy, and ‘grey’ literature relating to CSR was
undertaken in order to indentify a set of material criteria which could be used to
assess how far companies’ activities could be said to have integrated a range of
concerns relevant to NST innovation. These criteria are given below in Table 3.
Table 3: Material CSR criteria
Environmental Impacts Including statements around specific environmental impacts of current
activities, but also definitions and programmes of sustainable
development
Health and Safety What measures are undertaken to safeguard the safety of workers and
the safety of consumers?
Access Is IP shared with developing countries? To what extent are upstream
commitments made to sharing other benefits and promoting
development?2
Social acceptance and To what extent are a range of internal and external stakeholders
understanding included informed about the company’s activities and future plans? To
what extent do these activities include a consultative element?
Legal compliance and What declarations are made about compliance with legal statutes,
liability regulatory regimes (including statements about judgements of liability
made against the company)
Risk management Is information provided about general approaches to risk management
and responsible innovation within the company (such as LCA, product
stewardship, precautionary approaches)?3
2
This excludes corporate philanthropy, defined as direct sharing of profits via f
unding community
projects etc.
11. Phase 2
The second phase was designed to assess how widespread public documentation of
those CSR-related activities identified above in Table 1 was among UK
nanotechnology companies. This involved collating and subjecting to a quantitative
content analysis documents available online during the period October 2008 – January
2009 from UK-based companies, 4 all of whom advertise their interest in NST either
through membership of industry associations or through their broader research and
development programmes.
The sample of companies here totalled 78. Researchers examined the websites of
these companies for documents which fell into one of three broad classes: published
codes of conduct, annual reports, and policy statements. These three types of
document were taken to represent, respectively, attempts on the part of companies to
codify the types of commitments listed above in Table 2. 5
In performing content analysis of these documents, individual sentences were taken as
the base unit of analysis, following an increasingly common practice in studies of
CSR (Tilt 2007, p. 196). Researchers recorded, for each document, the incidence of
declarative statements containing information either about general commitments,
specific policies, or quantifiable goals and measures of progress across the 7 material
criteria listed in Table 3 above (for examples see Table 4 below). The classification
of these statements was further broken down to indicate whether, on the one hand,
they
1. Applied specifically and explicitly to NST-related activities, or
2. Were more general in scope and whether, on the other:
a) They applied mainly to the company on whose behalf the statement was made,
or
3
This is in addition to specific statements about safeguarding consumers and employees, or the
environment – it concerns whether specific systems of risk analysis and management are the subject of
discussion.
4
“UK-based” is defined, for our purposes, as applying to companies with main headquarters within, or
with substantial research and development capacity based within, the UK.
5
This is not to suggest that more than one type of commitment may not be present in a given
document: an annual report may contain performance indicators, policy statements, and affirmations of
guiding values.
12. b) They concerned the supply chain with which the company does business.
Table 4: Examples of declarative CSR statements
Examples of general declarative CSR “We support efforts to improve access to medicines
statements around the world, in both developing and developed
countries.” (Access)
“We are committed to reducing our impact on climate
change.” (Environmental Impacts)
Examples of specific declarative CSR “To help us better understand patient needs we have
statements set up advisory boards in the US and Europe with
representatives from a wide range of patient groups.”
(Social Acceptance and Understanding)
Examples of quantified declarative CSR “We set new targets to reduce our climate change
statements impact (CO2 equivalent emissions) and energy use in
operations, and transport from 2006 levels by 20 per
cent per unit of sales (based on a constant exchange
rate) by 2010 and by 45 per cent by 2015.”
(Environmental Impacts)
Once coded as “general”, “specific” or “quantified”, frequency statistics for these
three categories of statement were used to provide “profiles” for different categories
of company, one corresponding to each of the 7 material CSR criteria. The aim here
was to map the kinds of normative commitment documented by companies, and to
indicate where the approach taken by companies to CSR reflect, to some degree, the
model of continuous improvement outlined above. Only statements which related
directly to the material concerns outlined above were recorded. No account was taken
of philanthropic initiatives, or community initiatives which did not relate specifically
to stakeholder engagement or access considerations as outlined above.
In Phases 2 and 3, companies were categorised as either:
a) Micros (typically making use of university-originated IP, with <10 staff);
b) SMEs (>10 and <250 employees);
c) Large (over 250 employees but based in one country); or
d) Multinationals/MNCs (with substantial production, research or distribution
operations in more than two countries).
13. They were further categorised according to their positioning in the supply chain.
Phase 3
The third phase involved a series of 15 semi-structured interviews with private sector
companies to examine attitudes towards and assumptions about CSR activities
relevant to the material criteria listed in Table 3 above. 6 50 companies were initially
contacted, with contactees being identified through the foregoing Phase 2 CSR study,
through previous research on current products, via personal contacts, and via further
online research. 7
Whereas a strict quantitative coding frame was used for Phase 2, based on the
material criteria listed above in Table 3, interview data for Phase 3 was coded and
analysed according to different but complementary analytical foci (see Table 5
below), which reflected the general stated aims and objectives of the research.
Table 5: Analytical foci for private sector interviews
1. ROLE OF FORESIGHT/ 2. NATURE AND EXTENT OF 3. SOURCES OF
ANTICIPATORY RISK PRE-MARKET INFLUENCE ON
MANAGEMENT RESEARCH/ISOLATION OF COMPANY PRACTICES
EMPLOYEE RISK FACTORS FROM WITHIN THE
INDUSTRY
4. External sources of 5. Technical questions about 6. Temporal extent of risk
pressure which influence manufacture, use and disposal assessment and research
practices which influence product and actions resulting from
development these assessments
7. Extent and nature of 8. Extent to which monitoring 9. Influence of modes of
6
The interview sample, whilst including companies from a broad cross-section of the UK
nanotechnologies industry, does not necessarily enable a comprehensive comparison between
companies from similar sectors to be made. For example, while such comparisons are to some extent
possible between companies engaged in producing specialty chemicals, the lower representation of e.g.
the food, cosmetics and pharmaceutical sectors make comparison difficult. However, given that
information from consumer-facing large and MNC companies in the cosmetics and pharmaceutical
sectors is widely available online and has been documented under Phase 2, extrapolating from the
available interview data to a broader picture of practices in these sectors is arguably justifiable , with
caveats.
7
Some difficulties were encountered. 13 companies (26%) declined to participate, with business
confidentiality being widely cited as reason for not participating, along with time and costs for SMEs
of participating (several companies have been contacted by a number of researchers recently, as the
industry does not comprise a large number of companies). Four companies (8%) responded by stating
that they were not, technically speaking, involved in nanotechnology. 15 (30%) companies did not
respond despite various attempts to contact them, with a majority of these being companies involved in
manufacturing consumer products containing nanomaterials, some of whom did not have accurate
contact details on their websites.
14. stakeholder engagement procedures for products governance on attitudes to
practices containing nanomaterials differ CSR
from those not containing
nanomaterials
Research Findings
Profiling Current Attitudes towards CSR
Based on Phases 2 and 3 of the research, there are two important headline findings to
be noted.
First, there is little evidence of any reporting of CSR activities among smaller
companies, and comparatively little evidence among nearly all companies of a
systematic linking of activities in a continuous improvement loop of the kind outlined
above in Table 1. Even MNCs whose CSR documents include all three classes of
commitments (see Table 2) generally do not have their reporting of performance
indicators externally audited.
Secondly, the mode of CSR (see Figure 1 above) that is most accepted as normatively
compelling by companies (both in public reporting and as documented by interviews)
is that of “do not harm”. Most companies who engage in CSR see it as a tool to
reduce risks and operational cost; only companies with very high social performance
rankings – a subset for the most part of the set of all large and multinational
companies - think about CSR as a means to drive product innovation and to contribute
to social va lues beyond those with a financial dimension.
Let us examine the first of these findings, with reference mainly to Phase 2.
Levels and depth of reporting: mapping distinctions
General observations
86% of micro-companies and 73% of SMEs failed to provide either a code of
conduct, policy statement or annual report that addressed one or more areas of
material general CSR concern identified in the survey (see Figure 2 below).
15. Figure 2: CSR statements available online by company type
25
20
15
Frequency
No
Yes
10
5
0
Micro SME Large MNC Other
Type of Company
If we consider the reporting profile of the sample by sector (based on SIC 2003
division), then it is apparent that the lowest level of reporting was among companies
engaged primarily in R&D, including research on nanomaterials and nanostructures.
This sector sees a heavy representation of micro companies, and is predominantly
business-to-business in nature (see Figure 3 below).
Figure 3: Provision of CSR documents by industry sector (n=71)
20
18
16
14
12
Frequency
10
8
No
6
Yes
4
2
0
ing
g
ce
inin
g
oil
)
er
rin
int
g
cti
ists
-M
of
rin
th
n
ctu
-Pr
ra
ctio
t
m
s(o
on
ctu
14
en
lp
tc.
22
ufa
sis
he
pm
cti
du
ls e
ufa
ce
ica
aly
an
gc
tra
ro
rvi
elo
eta
ed
an
an
-M
sin
-Ex
lsp
-Se
ev
M
-M
m
nd
en
28
11
eta
dd
93
ga
ls,
85
l
isp
ica
ica
sm
an
tin
em
-D
em
rch
es
52
iou
-Ch
gt
sea
ch
ec
din
24
of
-Re
-Pr
clu
ale
27
73
(in
les
er
ho
th
-W
-O
51
74
Industry sector by SIC 2003 code
16. In general, micro-companies and SMEs who make submissions do not tend to refer to
external CSR reporting standards or codes of conduct in order to indicate what criteria
are being used for benchmarking their practices, except for the (auditable) general
management quality standard ISO 9001. By contrast, submissions by MNCs
regularly referred to external standards, although these tended to be references to the
environmental management accreditation ISO 14000 (13 of the total 68 submissions)
as opposed to auditable CSR standards which cover a wider range of material criteria
(see Table 6 and Figure 4 below). There is some evidence of external auditing among
MNCs, but is still relatively low (6 out of 22 companies, 27%).
Table 6: Use of External Standards in Reporting by Company Type (includes all documents,
n=68)
NAME OF EXTERNAL STANDARD
Company AA FTSE4 Global Global ILO ISO ISO Responsible UN UNCTAD
Type 1000 GOOD Sullivan Reporting Conv. 14000 9001 Care Global
Principles Initiative Compact
Micro 0 0 0 0 0 0 0 0 0 0
SME 0 0 0 0 0 2 6 0 0 0
Large 0 1 0 1 0 1 3 2 0 0
MNC 3 5 2 10 5 13 3 8 5 2
Total 3 6 2 11 5 16 12 10 5 2
17. Figure 4: Use of External Standards in Reporting by Company Type (includes all documents,
n=68)
UNCTAD
UN Global Compact
Responsible Care
Name of External Standard
ISO9001
ISO14001
ILO Conventions
GRI
Global Sullivan Principles
FTSE4GOOD
AA1000
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
Micro SME Large MNC
References (frequency across all documents)
It should be remembered at this point that these figures on reporting are based on
statements related to a company’s CSR activities in general, that is, which do not
mention NST. Many of the MNCs in the sample maintain an interest in NST as part of
a portfolio of technology-related investments. If we turn to NST-specific reporting,
then we find that only 12% (8 out of 68 submissions across 43 submitting companies)
of documents make any explicit reference to a company’s nanotechnology activities.
None of these documents featured any explicit and detailed discussion of nanotech-
related activities across any of the material CSR criteria on which the survey focused.
We now examine some reporting profiles across different classes of company for the
material CSR criteria listed above in Table 3.
Health and safety/environmental impacts
Both these criteria were perhaps the most frequently reported upon amongst the
companies who provided CSR documentation, across general, specific and
18. quantitative varieties of reporting scope. For both criteria, MNCs once again exhibited
consistently higher levels of reporting, with a significantly higher level of reporting
on quantitative performance targets in relation to environmental impact. It is
interesting that spin-outs performed better than large companies with respect to health
and safety reporting, however, although once again, there was no evidence of
quantitative performance target setting among either SMEs or spin-outs for either
criterion.
Figure 5: Environmental impact profile by company type (n=68)
18
16
14
Statement frequency (mean)
12
SME
10
Spin-Out
Large
8
MNC
6
4
2
0
General Specific Quantified
Scope of statement
19. Figure 6: Health and safety profile by company type (n=68)
9
8
7
Statement frequency (mean)
6
MNC
5
SME
Large
4
Spin-Out
3
2
1
0
General Specific Quantified
Scope of statement
Access
When it comes to reporting on access (which may include measures like IP sharing,
technology transfer, and so on), it is perhaps not surprising that a significant gap was
evident between the frequency of reporting from multinational companies and that of
smaller organisations. With the sample containing multinational pharmaceutical
companies, it was not surprising that reporting on detailed policies was evident. These
policies have often been developed against a backdrop of pressure from stakeholders,
particularly on the pricing of drug treatments in the developing world and generic
medicines. At the same time, however, there was some evidence of policies being
developed by larger companies on intellectual property-sharing agreements.
20. Figure 7: Access/IP profile by company type (n=68)
3.50
3.00
Statement Frequency (Mean)
2.50
2.00 SME
Micro
1.50
Large
1.00 MNC
.50
.00
General Specific Quantified
Scope of Statement
Social acceptance and understanding
There was little evidence of proactive and regular processes of stakeholder
engagement being generally entered into by companies involved in NST activities,
with a few exceptions. These are typically multinational pharmaceutical companies
who engage regularly with, for example, patient groups in order to understand side
effects of drug treatments. There are no specific instances of reporting which concern
regular and ongoing upstream engagement activities linked specifically to emerging
technologies.
As with Access above, there is a significant divide between smaller and larger
companies on stakeholder engagement. This is particularly the case in relation to
reporting on specific measures, as is apparent from Figure 8 below. However, there is
much less of a divide when it comes to producing indicators and measuring
performance on engagement activities. This may indicate, as for other criteria in
which we were interested, that mechanisms for continuous improvement – such as
systematic implementation of engagement, including regular contact, feedback and
assessment processes – are generally lacking.
21. Figure 8: Stakeholder engagement profile by company type (n=68)
5.00
Statement frequency (mean) 4.50
4.00
3.50
3.00
Micro
2.50
SME
2.00
Large
1.50
MNC
1.00
0.50
0.00
General Specific Quantified
Scope of Statement
Legal compliance
Here again, the level of reporting was once again related to the size of company, with
the one variation – as with health and safety reporting – being that micro-companies
typically outperformed SMEs by a small margin. The lack of quantitative reporting
here can be explained by the “all or nothing” nature of commitments to legal
compliance
Figure 9: Legal compliance and liability profile by company type (n=68)
3.00
2.50
Statement frequency (mean)
2.00
Spin-Out
SME
1.50
Large
MNC
1.00
0.50
0.00
General Specific Quantified
Scope of statement
22. Risk management
Here we are concerned with how far a company has been concerned to put in place
systematic approaches to risk anticipation, assessment and management – where these
risks may arise in relation to the impacts from the business’ activities either on
employees, consumers, product users or the environment. An example of such a
systematic approach might include a life-cycle impact assessment for a chemical, in
which assessment and management procedures feed back into R&D and production
processes, or a “product stewardship” based approach. This criterion is particularly
important if we are to assess how far voluntary initiatives have gone in moving
industry towards an anticipatory understanding of risk governance. Other researchers
have noted a low uptake of anticipatory and systematic approaches to risk
management among smaller companies (Gunningham et al. 2005). This is reflected in
our findings from Phase 2, which show that there is no specific reporting by smaller
companies in our survey on risk management. Further, the evidence we collected
shows very large differences between the number of statements made by
multinational organisations and the number made by even large companies on specific
risk management measures. There are, however, relatively few quantitative statements
provided even by multinationals, which suggests that the setting of and reporting on
performance targets regarding risk management is an area of CSR which is
comparatively difficult to pursue.
Figure 10: Risk management profile by company type (n=68)
12.00
10.00
Statement frequency (mean)
8.00
Micro
6.00
SME
Large
4.00
MNC
2.00
0.00
General Specific Quantified
Scope of statement
23. Analysis: Understanding Drivers and Inhibitors for Reporting
From this analysis, it can be concluded that the chief driver behind CSR reporting is
company size, with another important factor being the position of a company in the
supply chain, and/or its role. Research has indicated that companies tend to view CSR
as separate from “core” economic functions and interests (Adams 2002). As an
ancillary concern, CSR therefore requires both significant amounts of resources and a
capacity to manage competitive pressures which, it is often argued, has tended to
make it the province of larger and multinational companies (Porter and van der Linde
2000). Reporting and performance auditing are in particular regions of CSR activity
which require substantial investment.
Further, it has been noted in the literature that the short-term economic perspective
which smaller companies typically take in assessing what is in their “core” interests
also militates against them taking into account longer-term considerations such as are
involved in pursuing CSR objectives (Gunningham 1995, pp. 65-67).
When it comes to the role and/or position of companies in the supply chain, it is
evident that there is a correlation between being removed from direct interactions with
end consumers and a lack of CSR reporting. These companies tend to receive
information about their wider impacts on society and environment from a range of
sources. Consumer interaction means a more obvious public profile, and so
impression management and public relations inevitably become more important and
are more likely to be seen as part of the core business. However, much of the R&D
work central to NST development is being done by smaller companies. Altho ugh they
may not feel the need to sensitize their antennae to detect signs of their wider impact
on society and environment in the present, they may play a crucial role in shaping
near and further-future NST applications. As a result, their role in anticipating and
communicating about future developments, potential risks – and possible obstacles to
constructing regulatory frameworks which would be adequate to deal with these risks
– may therefore be expected to be significant. Whether there is any readiness “behind
the scenes” in smaller companies to extend their CSR profiles is something we
address in the next section looking at Phase 3 of the research.
With respect to the low frequency of external auditing, it is evident that accreditation
via international standards such as those provided by ISO is relatively well-
24. represented among MNCs, larger companies and SMEs, with ISO 9001 accreditation
being particularly popular among SMEs and ISO 140001 among multinationals. The
need, given increasing NGO and public scrutiny, for MNCs to manage environmental
impact across a range of installations in different countries probably accounts for the
value placed on ISO 14000, while the need for SMEs to represent themselves as
meeting management quality standards to customers in the supply chain may lend
significant competitive advantage. More comprehensive CSR auditing, such as is
available under the GRI and AA1000 standards was less evident, however, even
among the largest companies. Where it was undertaken, it occurred most often in
relation to GRI, with 5 out of 11 companies (of which 10 were MNCs, 1 large) being
audited to some degree, although none was fully audited as recommended under the
GRI guidelines.
One company was audited against the AA1000 standard, which covers stakeholder
relationship management (AccountAbility 2005). If CSR activities tend to be viewed
as ancillary, then this tends to be even truer of external stakeholder engagement.
Again, it was evident that multinational companies (see Figure 8) were most able to
allocate resources to engagement activities. It is also interesting that definitions of
engagement by these companies tended to view it as “information sharing” (see page
30 below). Exceptions, which positioned engagement in a more consultative mode,
included pharmaceutical companies such as the aforementioned subject of AA1000
auditing, in which issues like access to medicines in the developing world and drug
effectiveness had been made the subject of regular and ongoing engagement with
patient groups, NGOs and so on, in response to past negative publicity about company
activities. Two examples were recorded, which we now briefly discuss.
The company whose annual report was audited under AA1000 was audited by Bureau
Veritas 8 against the AA1000 independent accountability standard. Another had
produced a self-assessed system of stakeholder engagement, which it had prepared in
accordance with the AA1000 guidelines. This presented a systematic approach to
engagement, covering the mapping of stakeholder groups, identification of material
issues, analysing stakeholder perceptions of these issues and planning engagement
activities at a variety of scales, beginning with activities undertaken by management
at individual facilities.
8
See www.bureauveritas.co.uk
25. Neither of these cases contained much evidence of wider engagement at an
“upstream” stage in the innovation process. The former, Bureau Veritas-assessed
report, noted that the company had held a stakeholder workshop in the USA in 2007
with representatives of retail customers, regulators, environmental interest groups,
health interest groups and academia. Here, nanotechnology was one of the emerging
issues identified as a priority for environment, health and safety policy. However,
whether this was just a one-off and how exactly input could be used to inform policy
was not stated in the company’s report. Further, the framework for holding such
events was not explicitly detailed here, and it was not made clear how engagement
processes might feed into or influence research, development and innovation. 9
In addition to factors which result in CSR in general not being a priority for smaller
companies, it may also be surmised that, with specific reference to NST, there is a
general reticence to report, due to sensitivities within the industry to the potential for
negative publicity (see page 35ff. below for more discussion of this point, particularly
with respect to the food sector).
Delving deeper: attitudes to CSR
In Phase 3, the interviews we carried out were both guided by overall project
objectives and fine-tuned on the basis of findings from Phase 2, in order to investigate
in more depth attitudes to CSR, irrespective of whether or not companies reported
their activities in anticipating and responding to their wider impacts on society.
The interviews were concerned to explore further general attitudes to CSR among
companies within our sample, as well as particular issues which had come to
prominence as a result of Phase 2. Among these issues were the documentation of
anticipatory (and precautionary) attitudes to risk among companies of all sizes, and
particularly where in product lifecycles sensitivity to risk was focused. The role and
nature of systematic approaches to risk was also singled out for further investigation,
with the temporal reach of these processes being of particular interest, along with
9
The lack of clear connection between engagement or participation activities and the formation of
policy or planning was highlighted by reviews of the UK Government’s programme of public
engagement activities in 2005-07 as a major failing (Council for Science and Technology 2007;
Gavelin et al. 2007). The general problem of constructing an adequate interface between participation
and policy or planning in institutionalised contexts is discussed by MacCallum (2008).
26. other similar issues (such as how companies take care of their legacies should they be
dissolved, including orphan products). Finally, it was also decided to examine
attitudes to stakeholder engagement in some depth, in order to understand companies’
assessments of the value of these activities, their assumptions about the purposes of
engagement, and whether or not they had been involved in such exercises, along with
the outcome. A breakdown of the sample is given below in Table 7.
Table 7: Private Sector Companies Interviewed
COMPANY CATEGOR ROLE SECTOR SIC
IDENTIFIE Y (2003)
R CODE
A SME Instrumentation Process technology 2956
B MNC Nanoproducts w. supplied Pharma/Consumer Health 5146
NMs
C MNC Nanoproducts w. supplied Pharma/Consumer Health 2452
NMs
D SME Nanomaterials manufacturer Coatings and Composites 7310
E SME Nanomaterials manufacturer Speciality Chemicals 2466
F SME Characterisation services Food 9305
G SME Nanoproducts w. supplied Speciality Chemicals 5151
NMs
H MNC Nanomaterials manufacturer Speciality Chemicals 7430
I MNC Nanoproducts w. supplied Food 2466
NMs
J MNC Nanoproducts w. supplied Coatings and Composites 2911
NMs
K SME Nanomaterials manufacturer Speciality Chemicals 7340
L Micro Nanomaterials manufacturer Speciality Chemicals 2466
M SME Nanomaterials manufacturer Speciality Chemicals 7310
N Micro Nanoproducts w. supplied Medical and Diagnostics 7310
NMs
O SME Nanoproducts w. supplied Medical and Diagnostics 3310
NMs
Ten companies involved were SMEs or micros, and five were multinationals. The
multinationals interviewed represented a cross-section of different key sectors, with
27. NST involvement in most cases (except for the food packaging and cosmetics
companies interviewed) being restricted to R&D:
• food packaging
• speciality chemicals (with customers in e.g. the semiconductor industry)
• cosmetics and consumer health
• pharmaceuticals and consumer health
• coatings and composite materials
The profile of our sample of smaller companies arguably reflects key sectors among
the growing number of small players in the industry.
• Providers of specialty chemicals to larger industrial customers, mainly for
purposes of industrial R&D (five companies).
• R&D activities in the field of medical diagnostics (two companies).
• Research services to food companies of varying sizes (one company).
• Coatings and composite materials (one company)
• Manufacture of instrumentation for process technology (one company).
Taking the interviews together with the evidence from Phase 2, it is possible to
characterise the prevalent understanding of CSR in the UK NST industry as being one
of “do no harm” (see Figure 1 above), which takes demarcations of legal liability for
occupational and consumer health, and for environmental damage, for its normative
compass. Overarching values embedded within the culture of a company are often
understood as driving commitment to the principle of “do no harm”. For MNC
companies, a change of CEO was seen as an event which could have an enormous
influence on perceptions within the company. Smaller companies traced the influence
of experienced directors or other members of senior management within working
practices in the company. This was particularly apparent in relation to the
implementation of precautionary measures in the workplace, where attitudes were
also buttressed by the natural orientation of “overcautious” scientists (Company M).
Public sector interviewees tended to assume that reputation and publicity are two key
drivers in causing companies to attend to their wider impacts, due to their effect on
28. company’s position in the market. Companies tended to concur, interpreting these
factors as necessary components of their “licence to operate”, which required them to
anticipate future shifts in regulation and to satisfy themselves that their products and
practices complied with current regulations. Proactive attitudes to environmental and
health implications were seen as bringing key benefits to the industry, by helping to
head off the threat of costs being imposed through future legislation, and other
business risks: “
being ahead of the game and understanding what the issues area in
terms of both our customers and our staff, that's far better than being told later”
(Company K).
Again, as in Phase 2, there is plenty of evidence that size, sector and position in the
supply chain are drivers behind divergent attitudes towards CSR. As noted on page 21
above, the perceived need to survive in the short term may trump longer term views
(cf. Baker 2003): “one of the real challenges for CSR is specifically for small
companies where a long term - a long timeframe is six months” (Company G).
Without extra capacity (such as might be provided by a department dedicated to
dealing with CSR practice, for example), smaller companies face major difficulties
developing adaptive, comprehensive and integrated approaches to CSR. Further,
companies involved primarily in activities which do not have direct contact with
consumers are much less likely in general to be involved in thinking about access,
stakeholder engagement or longer-term risk management issues. However, smaller
companies involved in R&D arrangements with larger companies are often very
sensitive to the need to manage health and environmental impacts, thanks to the
influence of their larger partners (often these partners being companies from Japan or
South East Asia). Exchanges of staff and expertise between companies in such
situations are common, and this can include some communication of values and
practices from larger companies with more established and systematic approaches to
CSR, along with pressure to conform to particular standards, some of which is aimed
at encouraging accreditation under e.g. ISO14000. The experience of e.g. Company
M, with links to Japan, is typical:
We basically have a range of material that doesn't use any cadmium and that
really is a big deciding factor for Japanese companies to work with us
because they just don't like any heavy metal in their products.
29. We now turn to explore some of the particular issues which Phase 2 had exposed and
which we treated in depth in the interviews.
Precaution the order of the day: workplace health and safety
In the workplace, companies tended to treat nanomaterials largely in accordance with
existing risk management protocols developed in response to existing regulation,
although in some companies they are treated according to additional precautionary
protocols (smaller companies) and/or with extra in-house toxicology and risk
assessment being done (in general, larger companies with some exceptions). In all
cases of companies employing production processes where operators may come into
contact with nanomaterials, precautionary occupational health risk protocols, focused
on minimisation and monitoring of exposure within the workplace, were cited. Five
of the smaller companies we interviewed (and two of the multinationals) attributed
their precautionary commitments in part to values and attitudes held by directors or
senior management which reflect their experience in larger technology companies or
university research centres, which have become embedded within the working
practices (the “DNA”, Company K) of the company. Larger companies tend more to
describe well-established systems, e.g. “risk banding”, that have evolved across the
full range of their operations in response to existing regulations (e.g. Companies B,
H).
Products incorporating nanomaterials are typically made to meet the same standards
as apply to other comparable products, although in consumer- facing sectors,
regulations are seen as stringent enough to ensure that adequate pre- market research is
done. Existing PPE is generally treated as sufficient for protecting against accidental
exposures should other containment measures be compromised.
Despite the relatively low levels of reporting on systematic approaches to risk
management found in Phase 2, interviews revealed several cases of smaller companies
who, despite not reporting on their activities, demonstrated sensitivity to the potential
of their business for producing unanticipated hazards at different stages of product
life-cycles. Companies recognised the issue of novelty, with some involved in
producing nanomaterials directly and in researching products using nanomaterials
30. claiming that they avoided assuming that such materials are “substantially equivalent”
to their bulk counterparts (Companies E, G, N). 10
Examples exist of specific and extensive pre- market human and environmental
toxicology being developed by individual companies. Company G described how
tests on their product had looked at a number of environmental hazard scenarios
(including the effect of their products on the toxicity of other airborne particulates)
and had produced risk profiles based on particle size, none of which gave them cause
for concern. Some companies (E, K) suggested that existing toxicology protocols tend
to be unsuitable for NST purposes, and better ones would encourage more pre- market
research.
Extended risk management: life cycle analysis, foresight and adaptivity
Although smaller companies tended, in interview, to represent CSR as relatively
inaccessible to companies like them due to high costs, they often undertake
anticipatory assessments of the risks and uncertainties which surround potential
product development options in a way similar to that taken by larger companies.
Some companies we interviewed (e.g. B, D, G) distinguished explicitly between:
1. Products with established benefits which are expected to be accepted by
consumers or business customers;
2. Products surrounded with known uncertainties which can be dealt with by
established precautionary protocols; and
3. Products where persistent and difficult to resolve scientific uncertainties
make them unacceptable business risks.
Nonetheless, life-cycle analysis and other related approaches like product
stewardship, though increasingly recognised as essential to the effective regulation of
NST (e.g. Bauer et al. 2008; Environmental Defense Fund - DuPont Nano Partnership
2007), presents specific and serious barriers to smaller companies, in terms of both
financial cost and lack of research capacity. The early, pre-commercial stage of much
work in NST in the UK means that there are a daunting number of knowledge gaps
10
Note, however, that recent developments have demonstrated that how the issue of substantial
equivalence is dealt with may vary in different regulatory contexts: while some smaller producers have
collaborated to register carbon nanotubes under the EU REACH regulation as distinct chemicals, other
larger producers have come together to register them as bulk graphite (Milmo 2009).
31. which affect the feasibility of LCA for many products, particularly in relation to data
and modelling, even for larger companies. Nonetheless, although they may not
typically report on their activities in this regard, our interviews show that approaches
to product stewardship are being explored by smaller companies, especially those who
have experience of industry codes such as Responsible Care.
For larger, consumer- facing companies, temporally- extended risk management is
typically seen as essential to the company’s business. LCA is seen as extremely
important, and bespoke analytical tools are often available for the assessment of
products, often developed by industry associations. Nonetheless, even for larger
companies, gaps in toxicological data, together with the early stage of product
development in many cases, are seen as major – if not insuperable – obstacles for the
use of LCA in nanotechnological contexts. LCA was seen as a goal which can only be
achieved through data sharing agreements and collaborations between companies
which are often competitors: as one cosmetics company (C) noted,
“…nobody has been able to put all of the pieces together”.
To enable wider uptake of LCA throughout the industry, several companies
recommended more collaboration between small companies and larger ones to share
appropriate expertise and data, with the Government assisting, either through helping
to coordinate research efforts and collaborative arrangements, or, as one company,
already extensively engaged in LCA for its products suggested, actually “put[ting]
some seed money in to allow companies to start to do some work” (Company G).
With respect to product stewardship as the basis for a temporally extended view of
risk management, attitudes were often ambivalent. One multinational saw the only
way to deal with this issue as legislation to bring together companies involved in
different stages of a product’s life-cycle (Company I). But for smaller companies,
such legislation was thought to present significant cost problems, with a full take-back
model being particularly damaging. Traceability (rather than full take-back by
originators) was seen as the best model for product stewardship, and one for which
some parts of the industry are already prepared (Company E).
32. Discussions of orphan products and successor liability were marked by little evidence
that companies had considered this issue in depth. Some smaller companies dealing
with innovations in electronic components or spun out from universities interpreted
this issue in relation to IP arrangements (Companies D, N). In the event of the
company’s dissolution, D saw IP and liabilities returning to the university. N saw
them as being on by larger customers who had incorporated N’s proprietary
technology in their mobile devices, textiles etc.
Views of stakeholder engagement: is it good to talk?
The results from Phase 2 which suggest that stakeholder engagement is not seen as a
priority in the NST industry were borne out in many ways by the interviews. There
was little evidence of awareness of the public concerns about NST which social
science research has explored (see page 4 above). For example, only one
pharmaceutical company we interviewed in Phase 3 indicated that public perceptions
of inequalities in access to products have influenced how they manage innovation and
IP.
Most companies interviewed (10 out of 15, 66%) interpreted stakeholder dialogue as
an activity that primarily involves peers, customers, employees and to a lesser extent,
regulatory agencies and government. From the interviews, it is evident that business
to business companies, small and large, tend to view stakeholder engagement as
difficult, costly, and being best undertaken through intermediaries (media,
government, industry bodies). Across all sectors represented in the interviews a
frequent assumption appears to be that the rapid commercialisation of beneficial
products is seen as much more effective than public engagement in producing positive
public perceptions. Along with this view comes an assumption that it is individual
products that are the subject of acceptance and rejection, rather than whole
technologies, unless these technologies are moved into the foreground as an object of
specific public concern through e.g. the advocacy action of NGOs.
Although companies from different sectors saw general benefits for the NST industry
as a whole from public engagement, they conceptualised the role of engagement as
essentially being about sharing information on the promised benefits of new products
with the public, rather than being about addressing the specific concerns cited above
33. on page 4, among which the comparative balance of risk and benefit is typically not a
priority.
If a market- and commercialisation- led innovation dynamic is widely accepted among
companies as the primary mode through which societal concerns get alleviated, or at
least neutralised, then there is less incentive for smaller companies in particular to
extend their CSR activities beyond risk minimisation in the workplace and
compliance with standards in the supply chain. However, there is a growing body of
evidence to show that rapid commercialisation is part of the problem when it comes to
dealing with issues of social legitimacy, not the solution (e.g. Cobb and Macoubrie
2004; Kearnes et al. 2006a; Kearnes et al. 2006b; Kearnes and Wynne 2007;
Macoubrie 2006)
The problems of relying on ‘product benefits’ in order to “make the case” to support
NST are, perhaps best illustrated by the case of the food sector. Company F made the
following point about typical business attitudes towards public engagement on
nanofood:
The problem is that they can't talk about it. If they are doing it they can't
talk about it for commercial sensitivity really. They don't want to talk
about it to give their competitors an advantage […]It is very difficult for
them to say anything. If they don't say anything then people will think
they are doing it anyway, and if they say well, we are not going to involve
ourselves in this nanotechnology thing then I don't believe that – with all
these benefits of course they are looking at it. So they are on a lose-lose
in many ways. (Company F)
Company F indicated that food companies were particularly sensitive to the prospect
of negative publicity for nanofoods, in the wake of controversies over GM
technology. With food, it is true that studies have indicated that people feel more
suspicious of NST applications in this area than in many others (Halliday 2007).
Companies perhaps justifiably feel that engaging too early opens them to negative
publicity and loss of commercial advantage. Nonetheless, engaging too late may make
it impossible to recover social legitimacy. Public scepticism about how far industry
and regulators can be relied upon to be transparent about uncertainties, and to manage
34. them, may fatally undermine the legitimacy of food products. This risk is particularly
pronounced, given the complexities involved in any lifecycle approach to studying
nanofoods (Chaudhry et al. 2008). Company F’s remarks express, in effect, a public
engagement version of Collingridge’s control dilemma (Collingridge 1980), one
which – based on our interviews – may be taken as indicative of attitudes towards
upstream public engagement shared across other sectors too.
Analysis: points of progress and persistent obstacles
Overall, it can be concluded that companies see value in corporate social
responsibility, understood as taking an active stance towards minimising risks both to
themselves, and to the society and environment in which they operate. This is CSR
interpreted in a relatively limited sense: it includes full compliance with regulations
covering occupational health and environmental matters, and data sharing among
companies working with similar materials, and disclosure of data to regulators where
this is viewed as not endangering commercial confidentiality. 11 CSR is therefore
understood, for the most part, as a matter of “doing no harm” (see Figure 1 above),
and is also understood as a matter of possessing specific policies motivated reactively
by regulations rather than by the need to anticipate potential impacts.
The interview data demonstrates that, nonetheless, in some areas of concern, some
companies see a real connection between different forms of commitment.
Precautionary risk management policies and practices in the workplace, extending to
some forms of special treatment for nanomaterials, are often connected to high level
values, whether or not these are available in codified form. Nonetheless, there are real
barriers to extending this awareness of self- governance towards the adoption of a
continuous improvement-based understanding of CSR, of the type outlined above in
Table 1. These could be separated out under four headings:
1. Perceptions of CSR as an ancillary dimension of corporate activities.
2. Obstacles arising from lack of scientific/organisational expertise.
3. Obstacles arising from current regulation.
4. Assumptions about public attitudes towards technology.
11
For a recent example of how NST companies have collaborated to share data, see Milmo’s (2009)
account of how some small companies within the EU producing carbon nanotubes have set up a SIEF
(substance information exchange forum) in order to collate data on nanotubes considered as a novel
material under REACH.
35. CSR as ancillary: The separation of CSR from “core interests” is one, from which the
perception of CSR measures as imposing damaging costs (time and money) follows.
Reporting on CSR (especially in a systematic fashion) is undoubtedly seen by many
smaller companies as outside their competence, too expensive, and often having little
impact in comparison to more coordinated attempts to promote transparency via
government or institutions like the Royal Society: “how many people read annual
reports?” (Company E).
Lack of expertise: A perceived or real lack of relevant expertise includes a set of
issues. Some smaller companies see a need to incorporate more anticipatory and
temporally-extended forms of governance into their values and practices, but feel that
they need more advice and guidance, whether on individual material concerns like
stakeholder engagement, systematic risk management, EHS issues, or integrating
these issues in a framework which can drive subsequent reporting. There is a
perceived lack of coordinated support from government and other institutions, in
terms of information, guidance and extra capacity.
It is not just CSR expertise that is felt to be lacking. A more widespread concern
relates to technical – especially toxicological – expertise, and data on the
characterisation of nanomaterials and products. Companies are conscious of the need,
regularly pointed to by regulators and governments, for more lifecycle analysis and
supporting in vitro and in vivo studies, but see a lack of coordinated efforts on the part
of regulatory agencies, industry and academia to remedy this. These persistent gaps
have been widely noted, most recently by the ENRHES study (Aitken et al. 2010),
while a shortfall in toxicological expertise has been noted by both the Royal
Commission on Environmental Pollution (RCEP 2008) and the more recent House of
Lords Select Committee report on nanofood (House of Lords 2010, p. 76). The cost of
undertaking studies makes companies dependent on collaborations with other firms,
generally MNCs, with whom they have contractual or more adventitious relationships.
Without these contacts, many companies may be unable to develop more integrated,
anticipatory and temporally extended approaches to risk management.
Regulatory obstacles: With respect to regulation, interviewees reported two problems.
Among smaller companies, there was a perceived lack of engagement with industry
36. on the part of regulators. Noting that there may be around 4.5 million small
companies in the UK, one interviewee wondered:
“…how many of those companies actually have a comprehension or
understanding of what the regulations really mean and how they affect their
business. There's not enough education done I think on engaging people to
actually help them understand what their obligations really are.” (Company
N).
Recognising that voluntary codes of conduct may well have an increasing role to play
in an environment characterised by continuing and persistent uncertainty, other
companies of various sizes and from different sectors expressed significant concern
about the emergence of diverse codes of conduct or accreditation standards, such as
AssuredNano (AssuredNano 2008) or Responsible Nanocode (Responsible NanoCode
2008) in an uncoordinated fashion. It was widely thought that perceived or actual
competition among these frameworks might slow down the take-up and
implementation of best practice in nanomaterials risk assessment and management. A
collective action problem might result, with companies waiting to see which of the
available standards would become the most widely accepted and respected. It was
thought that the industry and public profile of any standard or code would be the key
to its success, with the Government helping to give guidance on which forms of
voluntary code or standard would be best for different companies or sectors.
Assumptions about public attitudes towards technolog:. The views interviewees
expressed about wider stakeholder engagement, and the reticence that companies in
the food sector (and further afield) may feel about communicating with the public in
an upstream mode about current and future developments, may be accounted for with
respect to certain underlying assumptions. As we have seen, across all sectors
represented in the interviews a frequent assumption appeared to be that the rapid
commercialisation of high-uptake consumer products would be leverage most
influence in creating positive public perceptions, irrespective of any trust-building
results of stakeholder engagement activities. Whilst recognising that public attitudes
may well be characterised by ambivalence and a lack of trust, the view among smaller
and larger companies tended to be that the promotion and subsequent success of
37. individual products would open a breach in this “wall” of ambivalence, making
subsequent innovations more acceptable.
This assumption represents a survival of the much-criticised “deficit” model of public
understanding of technology, in which the public’s negative attitudes are
conceptualised as the result of a lack of understanding either of the science behind the
technology, or of its promised benefits (Wynne 1991, pp. 112-113). Research has
suggested, however, that the provision of information by itself does not necessarily
change attitudes, if they are based on strong value judgements about e.g. the
“unnaturalness” of a technology (Cormick 2009, pp. 168-169; Kearnes et al. 2006b,
pp. 55-56). Further, as noted previously (see page 4 above), public concerns which
may affect the social legitimacy of a technology are not necessarily about the balance
of risks and benefits. Interviewees on occasion (Companies E, G) used the example of
mobile phones as an instance of a technology where persistent uncertainties about
possible health effects of use were overcome by perceptions of benefits, and
contrasted this example with GM foods, where no consumer benefit was visible.
However, the patterns of concern traced in the social science literature referred to
above (e.g. Gavelin et al. 2007; Grove-White et al. 2000; Kearnes et al. 2006b;
Macoubrie 2006) can be better accounted for by referring to the differences between
the social constitutions of different technologies (Grove-White et al. 2000, pp. 30-32),
that is, the power relations, values and priorities, and distributions of regulatory
obligations that underlie and shape their development. A question is not simply a
t
calculation of “risk versus benefit”, but a complex process of interpretation in which
people engage as part of trying to understand issues of transparency, responsibility
and power.
Conclusions and Recommendations
If voluntary regulation on the model of CSR is viewed as one way of making the
impact management activities of companies more forward looking, adaptive and
anticipatory, then what is at stake is more than simply being better at predicting
impacts further down the line. Building resilience (material sustainability) in the face
of unanticipated outcomes is one goal of anticipatory governance, but it must also
contribute symbolic value, by helping to build the social legitimacy and social
sustainability of technologies. As we suggested in the introduction, there is more to be
taken into account than “risk” – in fact, using public concern (Renn and Roco 2006)
38. as a motor for engagement and deliberation is crucial to understanding the wider
social impacts of technologies, as this allows public reflection upon their social
constitution to occur. The responsiveness – or otherwise – of government and industry
on material CSR issues like access (see Table 3 above) that social science research
had demonstrated are central to public concern is thus a crucial determinant of how
far the anticipatory management of impacts has developed.
As we have argued above in Section 0, understanding attitudes towards CSR requires
that we differentiate between different ends of a continuum along which the meaning
of CSR can be interpreted. The currently prevalent “do no harm” interpretation of
CSR is far distant from the “positive social force” understanding which is arguably
required to respond adequately to the need for anticipatory governance of NST.
Within our Phase 2 and Phase 3 sample, only two multinational pharmaceutical
companies demonstrated that their corporate governance structures included some
elements of this understanding of CSR, with well-established stakeholder engagement
programmes which had, in some cases, established formal feedback procedures that
influence corporate policy and product development.
Elsewhere, as our interviews in Phase 3 suggest, assumptions about the purpose and
value of public engagement tend to direct companies away from extending their
activities towards a “positive social force” model of CSR. Changing these
assumptions has been identified as a need across the nanotechnolo gy industry, with
the RCEP calling in 2008 for a move away from limited, government sponsored
public engagement exercises to more established and networked models of “continual
‘social intelligence gathering’” (RCEP 2008, p. 73) as an integral part of inno vation
processes.
To further promote CSR as a way of shaping governance that contributes to both the
material and the social sustainability of NST, we recommend the following.
1) Promote an effective industry code of conduct: to assist in overcoming regulatory
uncertainty, the promotion of an effective code of conduct (which provides both high-
level and concrete guidance on how to address areas of material CSR concern) is
essential. This is necessary in order to avoid the potential for competition between