Author: Sarker, F.
Publisher: International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 11
Book Description
Agriculture has played a crucial role in supporting smallholder livelihoods in Bangladesh. Despite being actively involved in various stages of production, including seed sowing, harvesting, and postharvesting, women's contributions are often undervalued. They are often regarded as a cheap labor force and are not given meaningful roles in the supply and value chains. One of the primary challenges they face is the lack of access to and ownership of land, which results in limited and unequal access to resources such as credit, services, markets, and information on modern technologies. These disparities hinder women's participation in market systems and further widen gender gaps and digital divides. Studies have shown that Bangladesh has one of the highest gender gaps in mobile internet usage among low and middle-income countries. This study examines the gender digital divide in Bangladesh, focusing on the reasons behind women's exclusion from digital information highways and their limited access to, use of, and benefits from internet-based agriculture and climate-related services and innovations. In addition to a comprehensive review of secondary data, we conducted a needs-based assessment using both quantitative and qualitative indicators in three divisions. Qualitative data were collected through focus group discussions, in-depth interviews, and key informant interviews. Both the qualitative and quantitative studies shed light on the social, economic, and contextual issues related to the digital ecosystem in the agriculture sector. The assessment also evaluates the effectiveness of public, private, and civil society interventions in the study areas. Our findings reveal that most digital initiatives fail to address the economic gaps and challenges faced by smallholder farmers, poor women, and rural youth. To address these challenges and promote gender equality in agriculture, it is crucial for the government to implement consistent policies across government agencies and develop strategies that prioritize closing digital divides in the agricultural sector.
Inclusion in agri-food systems in Bangladesh: the digital innovation and transformation initiative
Author: Sarker, F.
Publisher: International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 11
Book Description
Agriculture has played a crucial role in supporting smallholder livelihoods in Bangladesh. Despite being actively involved in various stages of production, including seed sowing, harvesting, and postharvesting, women's contributions are often undervalued. They are often regarded as a cheap labor force and are not given meaningful roles in the supply and value chains. One of the primary challenges they face is the lack of access to and ownership of land, which results in limited and unequal access to resources such as credit, services, markets, and information on modern technologies. These disparities hinder women's participation in market systems and further widen gender gaps and digital divides. Studies have shown that Bangladesh has one of the highest gender gaps in mobile internet usage among low and middle-income countries. This study examines the gender digital divide in Bangladesh, focusing on the reasons behind women's exclusion from digital information highways and their limited access to, use of, and benefits from internet-based agriculture and climate-related services and innovations. In addition to a comprehensive review of secondary data, we conducted a needs-based assessment using both quantitative and qualitative indicators in three divisions. Qualitative data were collected through focus group discussions, in-depth interviews, and key informant interviews. Both the qualitative and quantitative studies shed light on the social, economic, and contextual issues related to the digital ecosystem in the agriculture sector. The assessment also evaluates the effectiveness of public, private, and civil society interventions in the study areas. Our findings reveal that most digital initiatives fail to address the economic gaps and challenges faced by smallholder farmers, poor women, and rural youth. To address these challenges and promote gender equality in agriculture, it is crucial for the government to implement consistent policies across government agencies and develop strategies that prioritize closing digital divides in the agricultural sector.
Publisher: International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 11
Book Description
Agriculture has played a crucial role in supporting smallholder livelihoods in Bangladesh. Despite being actively involved in various stages of production, including seed sowing, harvesting, and postharvesting, women's contributions are often undervalued. They are often regarded as a cheap labor force and are not given meaningful roles in the supply and value chains. One of the primary challenges they face is the lack of access to and ownership of land, which results in limited and unequal access to resources such as credit, services, markets, and information on modern technologies. These disparities hinder women's participation in market systems and further widen gender gaps and digital divides. Studies have shown that Bangladesh has one of the highest gender gaps in mobile internet usage among low and middle-income countries. This study examines the gender digital divide in Bangladesh, focusing on the reasons behind women's exclusion from digital information highways and their limited access to, use of, and benefits from internet-based agriculture and climate-related services and innovations. In addition to a comprehensive review of secondary data, we conducted a needs-based assessment using both quantitative and qualitative indicators in three divisions. Qualitative data were collected through focus group discussions, in-depth interviews, and key informant interviews. Both the qualitative and quantitative studies shed light on the social, economic, and contextual issues related to the digital ecosystem in the agriculture sector. The assessment also evaluates the effectiveness of public, private, and civil society interventions in the study areas. Our findings reveal that most digital initiatives fail to address the economic gaps and challenges faced by smallholder farmers, poor women, and rural youth. To address these challenges and promote gender equality in agriculture, it is crucial for the government to implement consistent policies across government agencies and develop strategies that prioritize closing digital divides in the agricultural sector.
Transforming Gender-Based Healthcare with AI and Machine Learning
Author: Meenu Gupta
Publisher: CRC Press
ISBN: 1040256015
Category : Health & Fitness
Languages : en
Pages : 287
Book Description
This book provides a thorough exploration of the intersection between gender-based healthcare disparities and the transformative potential of artificial intelligence (AI) and machine learning (ML). It covers a wide range of topics from fundamental concepts to practical applications. Transforming Gender-Based Healthcare with AI and Machine Learning incorporates real-world case studies and success stories to illustrate how AI and ML are actively reshaping gender-based healthcare and offers examples that showcase tangible outcomes and the impact of technology in healthcare settings. The book delves into the ethical considerations surrounding the use of AI and ML in healthcare and addresses issues related to privacy, bias, and responsible technology implementation. Empasis is placed on patient-centered care, and the book discusses how technology empowers individuals to actively participate in their healthcare decisions and promotes a more engaged and informed patient population. Written to encourage interdisciplinary collaboration and highlight the importance of cooperation between health professionals, technologies, researchers, and policymakers, this book portrays how this collaborative approach is essential for achieving transformative goals and is not only for professionals but can also be used at the student level as well.
Publisher: CRC Press
ISBN: 1040256015
Category : Health & Fitness
Languages : en
Pages : 287
Book Description
This book provides a thorough exploration of the intersection between gender-based healthcare disparities and the transformative potential of artificial intelligence (AI) and machine learning (ML). It covers a wide range of topics from fundamental concepts to practical applications. Transforming Gender-Based Healthcare with AI and Machine Learning incorporates real-world case studies and success stories to illustrate how AI and ML are actively reshaping gender-based healthcare and offers examples that showcase tangible outcomes and the impact of technology in healthcare settings. The book delves into the ethical considerations surrounding the use of AI and ML in healthcare and addresses issues related to privacy, bias, and responsible technology implementation. Empasis is placed on patient-centered care, and the book discusses how technology empowers individuals to actively participate in their healthcare decisions and promotes a more engaged and informed patient population. Written to encourage interdisciplinary collaboration and highlight the importance of cooperation between health professionals, technologies, researchers, and policymakers, this book portrays how this collaborative approach is essential for achieving transformative goals and is not only for professionals but can also be used at the student level as well.
Digital technologies in agriculture and rural areas
Author: Food and Agriculture Organization of the United Nations
Publisher: Food & Agriculture Org.
ISBN: 9251315469
Category : Social Science
Languages : en
Pages : 152
Book Description
This report aims to identify the different scenarios where the process of digital transformation is taking place in agriculture. This identifies those aspects of basic conditions, such as those of infrastructure and networks, affordability, education and institutional support. In addition, enablers are identified, which are the factors that allow adopting and integrating changes in the production and decision-making processes. Finally identify through cases, existing literature and reports how substantive changes are taking place in the adoption of digital technologies in agriculture.
Publisher: Food & Agriculture Org.
ISBN: 9251315469
Category : Social Science
Languages : en
Pages : 152
Book Description
This report aims to identify the different scenarios where the process of digital transformation is taking place in agriculture. This identifies those aspects of basic conditions, such as those of infrastructure and networks, affordability, education and institutional support. In addition, enablers are identified, which are the factors that allow adopting and integrating changes in the production and decision-making processes. Finally identify through cases, existing literature and reports how substantive changes are taking place in the adoption of digital technologies in agriculture.
Innovations in the Food System
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309495601
Category : Medical
Languages : en
Pages : 135
Book Description
On August 7â€"8, 2019, the National Academies of Sciences, Engineering, and Medicine hosted a public workshop in Washington, DC, to review the status of current and emerging knowledge about innovations for modern food systems and strategies for meeting future needs. The workshop addressed different perspectives on the topic of food systems and would build on a workshop on the topic of sustainable diets hosted by the Food Forum in August 2018. This publication summarizes the presentations and discussions from the workshop.
Publisher: National Academies Press
ISBN: 0309495601
Category : Medical
Languages : en
Pages : 135
Book Description
On August 7â€"8, 2019, the National Academies of Sciences, Engineering, and Medicine hosted a public workshop in Washington, DC, to review the status of current and emerging knowledge about innovations for modern food systems and strategies for meeting future needs. The workshop addressed different perspectives on the topic of food systems and would build on a workshop on the topic of sustainable diets hosted by the Food Forum in August 2018. This publication summarizes the presentations and discussions from the workshop.
Renewable energy for agri-food systems: Towards the Sustainable Development Goals and the Paris Agreement
Author: International Renewable Energy Agency
Publisher: Food & Agriculture Org.
ISBN: 9251352356
Category : Technology & Engineering
Languages : en
Pages : 92
Book Description
In 2021, the United Nations Secretary-General will convene the Food Systems Summit to advance dialogue and action towards transforming the way the world produces, consumes and thinks about food guided by the overarching vision of a fairer, more sustainable world. The Secretary-General will also convene the High-Level Dialogue on Energy (HLDE) to promote the implementation of the energy-related goals and targets of the 2030 Agenda for Sustainable Development. Given the inextricable linkages between the energy and agriculture sectors, integrating the nexus perspective within the FSS and the HLDE is crucial to formulate a joint vision of actions to advance the 2030 Agenda for Sustainable Development and the Paris Agreement. In this context, IRENA and FAO have decided to jointly develop a report on the role of renewable energy used in food chain to advance energy and food security as well as climate action towards the achievement of Sustainable Development Goals and the Paris Agreement. While energy has a key enabling role in food system transformation and innovation in agriculture, its current use is unsustainable because of the high dependence on fossil fuels and frequent access to energy in developing countries. The challenge is to disconnect fossil fuel use from food system transformation without hampering food security. The use of renewable energy in food systems offers vast opportunities to address this challenge and help food systems meet their energy needs while advancing rural development while contributing to rural development and climate action.
Publisher: Food & Agriculture Org.
ISBN: 9251352356
Category : Technology & Engineering
Languages : en
Pages : 92
Book Description
In 2021, the United Nations Secretary-General will convene the Food Systems Summit to advance dialogue and action towards transforming the way the world produces, consumes and thinks about food guided by the overarching vision of a fairer, more sustainable world. The Secretary-General will also convene the High-Level Dialogue on Energy (HLDE) to promote the implementation of the energy-related goals and targets of the 2030 Agenda for Sustainable Development. Given the inextricable linkages between the energy and agriculture sectors, integrating the nexus perspective within the FSS and the HLDE is crucial to formulate a joint vision of actions to advance the 2030 Agenda for Sustainable Development and the Paris Agreement. In this context, IRENA and FAO have decided to jointly develop a report on the role of renewable energy used in food chain to advance energy and food security as well as climate action towards the achievement of Sustainable Development Goals and the Paris Agreement. While energy has a key enabling role in food system transformation and innovation in agriculture, its current use is unsustainable because of the high dependence on fossil fuels and frequent access to energy in developing countries. The challenge is to disconnect fossil fuel use from food system transformation without hampering food security. The use of renewable energy in food systems offers vast opportunities to address this challenge and help food systems meet their energy needs while advancing rural development while contributing to rural development and climate action.
A review of evidence on gender equality, women’s empowerment, and food systems
Author: Njuki, Jemimah
Publisher: Intl Food Policy Res Inst
ISBN:
Category : Political Science
Languages : en
Pages : 55
Book Description
Achieving gender equality and women’s empowerment in food systems can result in greater food security and better nutrition, and in more just, resilient, and sustainable food systems for all. This paper uses a scoping review to assess the current evidence on pathways between gender equality, women’s empowerment, and food systems. The paper uses an adaptation of the food systems framework to organize the evidence and identify where evidence is strong, and where gaps remain. Results show strong evidence on women’s differing access to resources, shaped and reinforced by contextual social gender norms, and on links between women’s empowerment and maternal education and important outcomes, such as nutrition and dietary diversity. However, evidence is limited on issues such as gender considerations in food systems for women in urban areas and in aquaculture value chains, best practices and effective pathways for engaging men in the process of women’s empowerment in food systems, and for addressing issues related to migration, crises, and indigenous food systems. And while there are gender informed evaluation studies that examine the effectiveness of gender- and nutrition- sensitive agricultural programs, evidence to indicate the long-term sustainability of such impacts remains limited. The paper recommends keys areas for investment: improving women’s leadership and decision-making in food systems, promoting equal and positive gender norms, improving access to resources, and building cross-contextual research evidence on gender and food systems.
Publisher: Intl Food Policy Res Inst
ISBN:
Category : Political Science
Languages : en
Pages : 55
Book Description
Achieving gender equality and women’s empowerment in food systems can result in greater food security and better nutrition, and in more just, resilient, and sustainable food systems for all. This paper uses a scoping review to assess the current evidence on pathways between gender equality, women’s empowerment, and food systems. The paper uses an adaptation of the food systems framework to organize the evidence and identify where evidence is strong, and where gaps remain. Results show strong evidence on women’s differing access to resources, shaped and reinforced by contextual social gender norms, and on links between women’s empowerment and maternal education and important outcomes, such as nutrition and dietary diversity. However, evidence is limited on issues such as gender considerations in food systems for women in urban areas and in aquaculture value chains, best practices and effective pathways for engaging men in the process of women’s empowerment in food systems, and for addressing issues related to migration, crises, and indigenous food systems. And while there are gender informed evaluation studies that examine the effectiveness of gender- and nutrition- sensitive agricultural programs, evidence to indicate the long-term sustainability of such impacts remains limited. The paper recommends keys areas for investment: improving women’s leadership and decision-making in food systems, promoting equal and positive gender norms, improving access to resources, and building cross-contextual research evidence on gender and food systems.
The State of Food and Agriculture 2021
Author: Food and Agriculture Organization of the United Nations
Publisher: Food & Agriculture Org.
ISBN: 9251343292
Category : Political Science
Languages : en
Pages : 182
Book Description
The COVID-19 pandemic exposed the vulnerability of agrifood systems to shocks and stresses and led to increased global food insecurity and malnutrition. Action is needed to make agrifood systems more resilient, efficient, sustainable and inclusive. The State of Food and Agriculture 2021 presents country-level indicators of the resilience of agrifood systems. The indicators measure the robustness of primary production and food availability, as well as physical and economic access to food. They can thus help assess the capacity of national agrifood systems to absorb shocks and stresses, a key aspect of resilience. The report analyses the vulnerabilities of food supply chains and how rural households cope with risks and shocks. It discusses options to minimize trade-offs that building resilience may have with efficiency and inclusivity. The aim is to offer guidance on policies to enhance food supply chain resilience, support livelihoods in the agrifood system and, in the face of disruption, ensure sustainable access to sufficient, safe and nutritious food to all.
Publisher: Food & Agriculture Org.
ISBN: 9251343292
Category : Political Science
Languages : en
Pages : 182
Book Description
The COVID-19 pandemic exposed the vulnerability of agrifood systems to shocks and stresses and led to increased global food insecurity and malnutrition. Action is needed to make agrifood systems more resilient, efficient, sustainable and inclusive. The State of Food and Agriculture 2021 presents country-level indicators of the resilience of agrifood systems. The indicators measure the robustness of primary production and food availability, as well as physical and economic access to food. They can thus help assess the capacity of national agrifood systems to absorb shocks and stresses, a key aspect of resilience. The report analyses the vulnerabilities of food supply chains and how rural households cope with risks and shocks. It discusses options to minimize trade-offs that building resilience may have with efficiency and inclusivity. The aim is to offer guidance on policies to enhance food supply chain resilience, support livelihoods in the agrifood system and, in the face of disruption, ensure sustainable access to sufficient, safe and nutritious food to all.
Scaling Up Disruptive Agricultural Technologies in Africa
Author: Jeehye Kim
Publisher: World Bank Publications
ISBN: 1464815224
Category : Technology & Engineering
Languages : en
Pages : 117
Book Description
This study—which includes a pilot intervention in Kenya—aims to further the state of knowledge about the emerging trend of disruptive agricultural technologies (DATs) in Africa, with a focus on supply-side dynamics. The first part of the study is a stocktaking analysis to assess the number, scope, trend, and characteristics of scalable disruptive technology innovators in agriculture in Africa. From a database of 434 existing DAT operations, the analysis identified 194 as scalable. The second part of the study is a comparative case study of Africa’s two most successful DAT ecosystems in Kenya and Nigeria, which together account for half of Sub-Saharan Africa’s active DATs. The objective of these two case studies is to understand the successes, challenges, and opportunities faced by each country in fostering a conducive innovation ecosystem for scaling up DATs. The case study analysis focuses on six dimensions of the innovation ecosystem in Kenya and Nigeria: finance, regulatory environment, culture, density, human capital, and infrastructure. The third part of the study is based on the interactions and learnings from a pilot event to boost the innovation ecosystem in Kenya. The Disruptive Agricultural Technology Innovation Knowledge and Challenge Conference in Nairobi, Kenya, brought together more than 300 key stakeholders from large technology companies, agribusiness companies, and public agencies; government representatives and experts from research and academic institutions; and representatives from financial institutions, foundations, donors, and venture capitalists. Scaling Up Disruptive Agricultural Technologies in Africa concludes by establishing that DATs are demonstrating early indications of a positive impact in addressing food system constraints. It offers potential entry points and policy recommendations to facilitate the broader adoption of DATs and improve the overall food system.
Publisher: World Bank Publications
ISBN: 1464815224
Category : Technology & Engineering
Languages : en
Pages : 117
Book Description
This study—which includes a pilot intervention in Kenya—aims to further the state of knowledge about the emerging trend of disruptive agricultural technologies (DATs) in Africa, with a focus on supply-side dynamics. The first part of the study is a stocktaking analysis to assess the number, scope, trend, and characteristics of scalable disruptive technology innovators in agriculture in Africa. From a database of 434 existing DAT operations, the analysis identified 194 as scalable. The second part of the study is a comparative case study of Africa’s two most successful DAT ecosystems in Kenya and Nigeria, which together account for half of Sub-Saharan Africa’s active DATs. The objective of these two case studies is to understand the successes, challenges, and opportunities faced by each country in fostering a conducive innovation ecosystem for scaling up DATs. The case study analysis focuses on six dimensions of the innovation ecosystem in Kenya and Nigeria: finance, regulatory environment, culture, density, human capital, and infrastructure. The third part of the study is based on the interactions and learnings from a pilot event to boost the innovation ecosystem in Kenya. The Disruptive Agricultural Technology Innovation Knowledge and Challenge Conference in Nairobi, Kenya, brought together more than 300 key stakeholders from large technology companies, agribusiness companies, and public agencies; government representatives and experts from research and academic institutions; and representatives from financial institutions, foundations, donors, and venture capitalists. Scaling Up Disruptive Agricultural Technologies in Africa concludes by establishing that DATs are demonstrating early indications of a positive impact in addressing food system constraints. It offers potential entry points and policy recommendations to facilitate the broader adoption of DATs and improve the overall food system.
Global Nutrition Report 2014
Author: International Food Policy Research Institute
Publisher: Intl Food Policy Res Inst
ISBN: 0896295648
Category : Social Science
Languages : en
Pages : 118
Book Description
At the 2013 Nutrition for Growth Summit in London, 96 signatories (governments, civil society organizations, donors, United Nations agencies, and businesses) agreed to support the creation of an annual report on global nutrition that would be authored by an independent expert group, in partnership with a large number of contributors. The first edition of this report, the Global Nutrition Report 2014, puts a spotlight on worldwide progress by the 193 member countries of the United Nations in improving their nutrition status, identifies bottlenecks to change, highlights opportunities for action, and contributes to strengthened nutrition accountability on country and global levels.
Publisher: Intl Food Policy Res Inst
ISBN: 0896295648
Category : Social Science
Languages : en
Pages : 118
Book Description
At the 2013 Nutrition for Growth Summit in London, 96 signatories (governments, civil society organizations, donors, United Nations agencies, and businesses) agreed to support the creation of an annual report on global nutrition that would be authored by an independent expert group, in partnership with a large number of contributors. The first edition of this report, the Global Nutrition Report 2014, puts a spotlight on worldwide progress by the 193 member countries of the United Nations in improving their nutrition status, identifies bottlenecks to change, highlights opportunities for action, and contributes to strengthened nutrition accountability on country and global levels.
Agricultural Innovation Systems
Author: World Bank
Publisher: World Bank Publications
ISBN: 0821386840
Category : Business & Economics
Languages : en
Pages : 685
Book Description
Managing the ability of agriculture to meet rising global demand and to respond to the changes and opportunities will require good policy, sustained investments, and innovation - not business as usual. Investments in public Research and Development, extension, education, and their links with one another have elicited high returns and pro-poor growth, but these investments alone will not elicit innovation at the pace or on the scale required by the intensifying and proliferating challenges confronting agriculture. Experience indicates that aside from a strong capacity in Research and Development, the ability to innovate is often related to collective action, coordination, the exchange of knowledge among diverse actors, the incentives and resources available to form partnerships and develop businesses, and conditions that make it possible for farmers or entrepreneurs to use the innovations. While consensus is developing about what is meant by 'innovation' and 'innovation system', no detailed blueprint exists for making agricultural innovation happen at a given time, in a given place, for a given result. The AIS approach that looks at these multiple conditions and relationships that promote innovation in agriculture, has however moved from a concept to a sub-discipline with principles of analysis and action. AIS investments must be specific to the context, responding to the stage of development in a particular country and agricultural sector, especially the AIS. This sourcebook contributes to identifying, designing, and implementing the investments, approaches, and complementary interventions that appear most likely to strengthen AIS and to promote agricultural innovation and equitable growth. It emphasizes the lessons learned, benefits and impacts, implementation issues, and prospects for replicating or expanding successful practices. The information in this sourcebook derives from approaches that have been tested at different scales in different contexts. It reflects the experiences and evolving understanding of numerous individuals and organizations concerned with agricultural innovation, including the World Bank. This information is targeted to the key operational staff in international and regional development agencies and national governments who design and implement lending projects and to the practitioners who design thematic programs and technical assistance packages. The sourcebook can also be an important resource for the research community and nongovernmental organizations (NGOs).
Publisher: World Bank Publications
ISBN: 0821386840
Category : Business & Economics
Languages : en
Pages : 685
Book Description
Managing the ability of agriculture to meet rising global demand and to respond to the changes and opportunities will require good policy, sustained investments, and innovation - not business as usual. Investments in public Research and Development, extension, education, and their links with one another have elicited high returns and pro-poor growth, but these investments alone will not elicit innovation at the pace or on the scale required by the intensifying and proliferating challenges confronting agriculture. Experience indicates that aside from a strong capacity in Research and Development, the ability to innovate is often related to collective action, coordination, the exchange of knowledge among diverse actors, the incentives and resources available to form partnerships and develop businesses, and conditions that make it possible for farmers or entrepreneurs to use the innovations. While consensus is developing about what is meant by 'innovation' and 'innovation system', no detailed blueprint exists for making agricultural innovation happen at a given time, in a given place, for a given result. The AIS approach that looks at these multiple conditions and relationships that promote innovation in agriculture, has however moved from a concept to a sub-discipline with principles of analysis and action. AIS investments must be specific to the context, responding to the stage of development in a particular country and agricultural sector, especially the AIS. This sourcebook contributes to identifying, designing, and implementing the investments, approaches, and complementary interventions that appear most likely to strengthen AIS and to promote agricultural innovation and equitable growth. It emphasizes the lessons learned, benefits and impacts, implementation issues, and prospects for replicating or expanding successful practices. The information in this sourcebook derives from approaches that have been tested at different scales in different contexts. It reflects the experiences and evolving understanding of numerous individuals and organizations concerned with agricultural innovation, including the World Bank. This information is targeted to the key operational staff in international and regional development agencies and national governments who design and implement lending projects and to the practitioners who design thematic programs and technical assistance packages. The sourcebook can also be an important resource for the research community and nongovernmental organizations (NGOs).