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Human Activity Recognition and Behaviour Analysis: For Cyber-Physical Systems in Smart Environments

by Chris D. Nugent Liming Chen

The book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the modelling and lifecycle analysis of human activities and behaviours based on real-time sensing observations from sensor networks and the Internet of Things. It also covers inference and decision-support methods and mechanisms, as well as personalization and adaptation techniques, which are required for emerging smart human-machine pervasive systems, such as self-management and assistive technologies in smart healthcare. Each chapter includes theoretical background, technological underpinnings and practical implementation, and step-by-step information on how to address and solve specific problems in topical areas.This monograph can be used as a textbook for postgraduate and PhD students on courses such as computer systems, pervasive computing, data analytics and digital health. It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few. Moreover, it offers smart technology and application developers practical insights into the use of activity recognition and behaviour analysis in state-of-the-art cyber-physical systems. Lastly, it provides healthcare solution developers and providers with information about the opportunities and possible innovative solutions for personalized healthcare and stratified medicine.

Human Agency and Behavioral Economics

by Cass R. Sunstein

This Palgrave Pivot offers comprehensive evidence about what people actually think of "nudge" policies designed to steer decision makers' choices in positive directions. The data reveal that people in diverse nations generally favor nudges by strong majorities, with a preference for educative efforts - such as calorie labels - that equip individuals to make the best decisions for their own lives. On the other hand, there are significant arguments for noneducational nudges - such as automatic enrollment in savings plans - as they allow people to devote their scarce time and attention to their most pressing concerns. The decision to use either educative or noneducative nudges raises fundamental questions about human freedom in both theory and practice. Sunstein's findings and analysis offer lessons for those involved in law and policy who are choosing which method to support as the most effective way to encourage lifestyle changes.

Human Aspects of IT for the Aged Population. Technologies, Design and User Experience: 6th International Conference, ITAP 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part I (Lecture Notes in Computer Science #12207)

by Jia Zhou Qin Gao

This three volume set of LNCS 12207, 12208 and 12209 constitutes the refereed proceedings of the 6th International Conference on Human Aspects of IT for the Aged Population, ITAP 2020, held as part of the 22nd International Conference, HCI International 2020, which took place in Copenhagen, Denmark, in July 2020. The conference was held virtually due to the COVID-19 pandemic. The total of 1439 papers and 238 posters have been accepted for publication in the HCII 2020 proceedings from a total of 6326 submissions. ITAP 2020 includes a total of 104 regular papers which are organized in topical sections named: Involving Older Adults in HCI Methodology , User Experience and Aging, Aging and Mobile and Wearable Devices, Health and Rehabilitation Technologies, Well-being, Persuasion, Health Education and Cognitive Support, Aging in Place, Cultural and Entertainment Experiences for Older Adults, Aging and Social Media, Technology Acceptance and Societal Impact.

Human Aspects of IT for the Aged Population. Technology Design and Acceptance: 7th International Conference, ITAP 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part I (Lecture Notes in Computer Science #12786)

by Jia Zhou Qin Gao

This two-volume set constitutes the proceedings of the 7th International Conference on Human Aspects of IT for the Aged Population, ITAP 2021, held as part of the 23rd International Conference, HCI International 2021, held as a virtual event, in July 2021. The total of 1276 papers and 241 posters included in the 36 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. ITAP 2021 includes a total of 67 regular papers; they focus on topics related to designing for and with older users, technology acceptance and user experience of older users, use of social media and games by the aging population, as well as applications supporting health, wellbeing, communication, social participation and everyday activities.

Human Aspects of IT for the Aged Population. Technology and Society: 6th International Conference, ITAP 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part III (Lecture Notes in Computer Science #12209)

by Jia Zhou Qin Gao

This three volume set of LNCS 12207, 12208 and 12209 constitutes the refereed proceedings of the 6th International Conference on Human Aspects of IT for the Aged Population, ITAP 2020, held as part of the 22nd International Conference, HCI International 2020, which took place in Copenhagen, Denmark, in July 2020. The conference was held virtually due to the COVID-19 pandemic. The total of 1439 papers and 238 posters have been accepted for publication in the HCII 2020 proceedings from a total of 6326 submissions. ITAP 2020 includes a total of 104 regular papers which are organized in topical sections named: Involving Older Adults in HCI Methodology , User Experience and Aging, Aging and Mobile and Wearable Devices, Health and Rehabilitation Technologies, Well-being, Persuasion, Health Education and Cognitive Support, Aging in Place, Cultural and Entertainment Experiences for Older Adults, Aging and Social Media, Technology Acceptance and Societal Impact.

Human Awareness, Energy and Environmental Attitudes

by Boris Aberšek Andrej Flogie

This book raises awareness about environmental issues that result from energy production, extraction and conversion, and examines the attitudes people have about these issues. It discusses societal and educational relations associated with energy and environmental issues, focusing on philosophical, sociological and psychological views, and provides an analysis of how the individual and the society perceive, process and analyze the information on this subject. The authors present the concept of environmentally conscious engineering, discussing various forms of energy extraction and production, and detail alternative, under-researched and unaffordable solutions, such as nuclear fusion and artificial photosynthesis. The book also touches on topics such as the storage of energy and greenhouse gases, recycling and reuse of energy waste, and energy saving and efficiency. The book will be of interest to students and researchers of environmentally conscious engineering, energy use, and human dimensions of ecology and the environment, as well as NGOs, policy makers, and environmental activists.

Human Barrier Design and Lifecycle: A Cognitive Ergonomics Approach and Path Forward

by Tom Shephard

A common source of failure in a human‑dependent barrier or safety critical task is a designed‑in mismatch error. The mismatch is a cognitive demand that exceeds the human capability to reliably and promptly respond to that demand given the plausible situations at that moment. Demand situations often include incomplete information, increased time pressures, and challenging environments. This book presents innovative solutions to reveal, prevent, and mitigate these and many other cognitive‑type errors in barriers and safety critical tasks. The comprehensive model and methodologies also provide insight into where and to what extent these barriers and task types may be significantly underspecified and the potential consequences.This title presents a new and comprehensive prototype design and lifecycle model specific to human‑dependent barriers and safety critical tasks. Designed to supplement current practice, the model is fully underpinned by cognitive ergonomics and cognitive science. The book also presents a compelling case for why a new global consensus standard specific to human‑dependent barriers is needed. Taking a novel approach, it presents its suggested basis, framing, and content. Both solutions seek to redress deficiencies in global regulations, standards, and practice. The model is guided by industry recommendations and best practice guidance and solutions from globally recognized experts. Its processes are fully explained and supported by examples, analysis, and well‑researched background materials. Real‑life case studies from offshore oil and gas, chemical manufacturing, transmission pipelines, and product storage provide further insight into how overt and latent design errors contributed to barrier degradation and failure and the consequence of those errors.An essential and fascinating read for professionals, Human Barrier Design and Lifecycle: A Cognitive Ergonomics Approach and Path Forward will appeal to those in the fields of human factors, process and technical safety, functional safety, display and safety system design, risk management, facility engineering, and facility operations and maintenance.Chapters 1 and 8 of this book are freely available as downloadable Open Access PDFs at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BYNC-ND) 4.0 International license.

Human Behavior in Organizations (Second Edition)

by Rodney C. Vandeveer Michael L. Menefee

The goal of this book is to provide students with the basics of Human Behaviour in Organizations in a way that will help them envision how they will fit into organizations and be successful in their leadership roles.

Human Capital Analytics

by Jac Fitz-Enz Boyce Byerly Gene Pease

An insightful look at the implementation of advanced analytics on human capitalHuman capital analytics, also known as human resources analytics or talent analytics, is the application of sophisticated data mining and business analytics techniques to human resources data. Human Capital Analytics provides an in-depth look at the science of human capital analytics, giving practical examples from case studies of companies applying analytics to their people decisions and providing a framework for using predictive analytics to optimize human capital investments. Written by Gene Pease, Boyce Byerly, and Jac Fitz-enz, widely regarded as the father of human capitalOffers practical examples from case studies of companies applying analytics to their people decisionsAn in-depth discussion of tools needed to do the work, particularly focusing on multivariate analysisThe challenge of human resources analytics is to identify what data should be captured and how to use the data to model and predict capabilities so the organization gets an optimal return on investment on its human capital. The goal of human capital analytics is to provide an organization with insights for effectively managing employees so that business goals can be reached quickly and efficiently. Written by human capital analytics specialists Gene Pease, Boyce Byerly, and Jac Fitz-enz, Human Capital Analytics provides essential action steps for implementation of advanced analytics on human capital.

Human Capital Formation and Economic Growth in Asia and the Pacific (PAFTAD (Pacific Trade and Development Conference Series))

by Wendy Dobson

The entire planet looks to Asian and other emerging markets to sustain growth momentum as traditional markets in the USA and Europe struggle with the slow and arduous processes of deleveraging after the global financial crisis. At the same time, there is growing recognition in Asia that the sources of growth must shift to sustain their own growth momentum in the years ahead. Heavy reliance on the region’s high savings rates and plentiful supplies of low-cost labour will have to shift towards increasing the human capital embodied in more educated and skilled labour forces capable of contributing to productivity growth and innovation as future drivers of growth. Human Capital Formation and Economic Growth in Asia and the Pacific focuses on why and how countries are making this shift. The demographic transition is shown to be a significant factor as ageing populations in Japan, South Korea and China manage declining growth in the labour force by stepping up investments in education, and by changing policies and institutions. Lessons to be learned from these experiences by more youthful populations in Southeast Asia are explored. In addition, attention is paid to the consequences of cross-border differentials in technical knowledge and the quantity and quality of human capital. Several implications for public policy and for international cooperation on human-capital issues in the Asian region are identified. The chapters in this volume are edited versions of papers presented at the 35th Pacific Trade and Development conference held in Vancouver, Canada, in June 2012. The conference goal was to better understand how governments and business in Asia and the Pacific can apply the key insight that one of the reasons economies grow is because of human-capital formation – the quality and diversity of the labour force are augmented – not just because the labour force grows in size. Students of Asia’s growth prospects will find several aspects of this volume of particular value. It includes chapters on the big-picture conceptual and measurement issues; on country experiences in meeting the imperatives of the demographic transition and investing in education and skills training; and on country experiences with attracting foreign knowledge and the supply and recruitment of skills across borders in Asia and the Pacific. Policymakers will also find useful the discussions of policy implications and the menu of issues requiring intergovernmental cooperation within the Asian region.

Human Capital Investment and the Regional Economic Gap in China

by Yaling Li

According to the neoclassical growth theory and the endogenous growth theory, changes in the stock of capital and labor affect economic growth rates in the short run, and differences in human capital stocks are likely to affect total factor productivity directly and long-term economic growth rates indirectly. Therefore, human capital is a factor in the secular trends of regional economic gaps. In this study, the author examines the relationship between regional economic disparities and the country’s human capital stocks and structure in China between 1990 and 2015, a period of economic transformation in the country. Available empirical evidence supports the argument that boosting investment toward and optimizing the spatial distribution of human capital can help mitigate regional economic disparity and facilitate balanced and coordinated economic development across the country.

Human Capital Investment: A History of Asian Immigrants and Their Family Ties

by Phanindra V. Wunnava Harriet Duleep Mark C. Regets Seth Sanders

In 1965, a family-reunification policy for admitting immigrants to the United States replaced a system that chose immigrants based on their national origin. With this change, a 40-year hiatus in Asian immigration ended. Today, over three-quarters of US immigrants originate from Asia and Latin America. Two issues that dominate discussions of US immigration policy are the progress of post-reform immigrants and their contributions to the US economy. This book focuses on the earnings and human capital investment of Asian immigrants to the US after 1965. In addition, it provides a primer on studying immigrant economic assimilation, by explaining economists’ methodology to measure immigrant earnings growth and the challenges with this approach. The book also illustrates strategies to more fully use census data such as how to measure family income and how to use “panel data” that is embedded in the census. The book is a historical study as well as an extremely timely work from a policy angle. The passage of the 1965 Immigration and Nationality Act set the United States apart among economically developed countries due to the weight given to family unification. Based on analyses by economists—which suggest that the quality of immigrants to the US fell after the 1965 law—policymakers have called for fundamental changes in the US system to align it with the immigration systems of other countries. This book offers an alternative view point by proposing a richer model that incorporates investments in human capital by immigrants and their families. It challenges the conventional model in three ways: First, it views the decline in immigrants’ entry earnings after 1965 as due to investment in human capital, not to permanently lower “quality.” Second, it adds human capital investment and earnings growth after entry to the model. And finally, by taking investments by family members into account, it challenges the policy recommendation that immigrants should be selected for their occupational qualifications rather than family connections.

Human Capital Management Standards: A Complete Guide

by Valerie Anderson Dr Wilson Wong Heather Bond

Human Capital Management Standards is a complete guide to the BSI and ISO frameworks for human resources. Providing definitions, best practice guidance and evaluation metrics, this book will ensure that HR professionals are fully compliant with both UK and global HR frameworks. Covering everything from workforce planning and organizational culture to employee engagement, recruitment and redundancy, this book provides advice on all the key areas of an HR professional's role throughout the employee lifecycle from initial hire to exit. There is also additional coverage of the business standards which overlap with the human capital frameworks including governance, business continuity and ethics. Human Capital Management Standards will allow HR departments to implement effective people policies and processes based on robust research to create a supportive business environment and a productive workforce. This book also includes essential coverage of the standards assessment process and hints, tips and advice on how to achieve successful accreditation. With case studies from organizations who have made HR interventions based on these standards and a glossary to explain the language of standards, this is an indispensable guide for HR professionals in all organizations.

Human Capital Management in the Contemporary Workplace: Enhancing Organisation Sustainability (Routledge Research in Human Resource Management)

by Agata Sudolska and Kamil Zawadzki

Nowadays, organisations are confronted with the imperative to enhance their organisational sustainability. This involves establishing an appropriate balance between the economic, ecological, and social aspects of an organisation's operations and striving to accomplish their economically viable goals that are both socially and environmentally responsible. By aligning the priorities and incorporating environmental, social, and economic factors into their operational strategies, organisations can generate value for themselves, while also making a positive impact on the current and future welfare of society and the environment. Noticeably, the advancement of organisational sustainability relies heavily on human capital management in the workplace.Today, more than ever, human capital is regarded as the foundation of organisations and ought to be treated as such. Given the pivotal role of human capital management for ensuring the long-term organisational sustainability of an organisation, emphasis should be placed on redefining leadership strategies and priorities, focusing on diversity and inclusion, cultivating talent, facilitating remote work, fostering employee engagement, promoting skill development for environmentally friendly practices, and prioritising job satisfaction and employee well-being.In response to the multi-faceted challenges of the third decade of the 21st century, this book provides an in-depth review of research avenues addressing present and future human capital development concerns in terms of enhancing organisation sustainability. The main aim of the book is to indicate the direction of demand for new competences regarding workplace human capital and identify synergies between its particular aspects with reference to contemporary human capital development. The monograph’s objectives include presenting tools that allow the analysis and development of human capital competences, pro-active and pro-environmental attitudes and behaviours, the coexistence of workers and AI in the organisation, as well as providing employee well-being, satisfaction, and commitment. Moreover, the book offers recommendations for contemporary responsible organisations that carry themselves towards the new economic and social order and sustainability.

Human Capital Management: Achieving Added Value Through People

by Michael Armstrong Angela Baron

Human Capital Management (HCM) has recently been described as a high-level strategic issue that seeks to analyze, measure and evaluate how people policies and practices create value. Put simply, HCM is about creating and demonstrating the value that great people and great people management add to an organization.This unique book describes how HCM provides a bridge between human resource management and business strategy. It also demonstrates how organizations can use the concepts of human resource management and the processes involved to enhance the value they obtain from people while continuing to meet their aspirations and needs.Baron and Armstrong explain how to achieve these objectives using various approaches including describing the concept of HCM and how the process works, discussing its application in numerous areas within an organization and examining the role of HR in HCM and the future of the concept.It also contains a toolkit which organizations can use to develop their own HCM policies and practices.

Human Capital Management: What Really Works in Government

by Federal Management Partners, Inc.

Many federal agencies have made huge strides to develop, fully utilize, and enhance the effectiveness of their most valuable resource: their workforce. This book captures those successes and relates the stories behind them. Innovative recruitment and retention strategies, dynamic employee onboarding programs, leading-edge HR technology—these are some of the stories that offer valuable lessons for anyone dealing with human resources issues in government, business, or any other organizational environment. The authors highlight not only the successful outcomes of various agency programs, but also consider the bumps and hurdles encountered and overcome along the way. Rather than a theoretical presentation of what might, or should, work, Human Capital Management: What Really Works in Government provides thought-provoking and practical examples detailing what federal agencies are doing that is working.

Human Capital Readiness

by Robert S. Kaplan David P. Norton

How do organizations develop a measure of human capital (HC) readiness? This measure represents the availability of employee skills, talent, and know-how to perform the internal processes critical to the strategy's success. This chapter introduces a framework that enables organizations to identify HC requirements for the strategy, estimate the gap between the HC requirements and current employee readiness, and build programs to close that gap.

Human Capital Systems, Analytics, and Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

by Robert C. Hughes

Human Capital Systems, Analytics, and Data Mining provides human capital professionals, researchers, and students with a comprehensive and portable guide to human capital systems, analytics and data mining. The main purpose of this book is to provide a rich tool set of methods and tutorials for Human Capital Management Systems (HCMS) database modeling, analytics, interactive dashboards, and data mining that is independent of any human capital software vendor offerings and is equally usable and portable among both commercial and internally developed HCMS. The book begins with an overview of HCMS, including coverage of human resource systems history and current HCMS Computing Environments. It next explores relational and dimensional database management concepts and principles. HCMS Instructional databases developed by the Author for use in Graduate Level HCMS and Compensation Courses are used for database modeling and dashboard design exercises. Exciting knowledge discovery and research Tutorials and Exercises using Online Analytical Processing (OLAP) and data mining tools through replication of actual original pay equity research by the author are included. New findings concerning Gender Based Pay Equity Research through the lens Comparable Worth and Occupational Mobility are covered extensively in Human Capital Metrics, Analytics and Data Mining Chapters.

Human Capital and Development: The Indian Experience

by Natteri Siddharthan Krishnan Narayanan

The papers included in this volume cover several aspects of human capital. It starts with the role of human capital in influencing productivity, employment and growth of employment. The chapters show that Indian States that have been neglecting schooling and health facilities have become victims in terms of low productivity and lower rates of employment. Consequently, employment cannot be increased without spending on education and health. Furthermore, the unorganised sector in India cannot provide gainful employment as productivity in this sector is low and is also declining. Skill intensity influences mainly productivity in the organised sector. As a result, states that have been neglecting human capital would lose on both counts. The chapters also reveal that human capital could be substituted for energy use and help in reducing energy consumption and pollution. India is also one of the important exporters of human capital and the non resident Indians send remittances back to India. The volume indicates that remittances play a significant role in poverty reduction and increase in per capita consumption levels. In addition remittances, unlike foreign direct investments and portfolio investments, are less erratic and are not influenced by slowdown in the world economy. Poverty could also be directly attacked through the use of anti poverty programmes like NREGA. This volume provides an analytical framework and a theoretical model to analyse the impact of these programmes to examine their influence on labour demand, income, prices and productivity. The volume also emphasises the crucial role of the government in directly running education institutions. As seen from the volume government run engineering institutions are technically more efficient than the private run ones.

Human Capital and Economic Growth

by Andreas Savvides Thanasis Stengos

In this book, Savvides (international economics, Cyprus U. of Technology, Cyprus) and Stengos (economics, U. of Guelph, Canada) focus on the connection between accumulation of human capital (education, job training, and general health, for example) and long-term economic growth. While they offer a brief discussion of the development of the theoretical literature on human capital and economic growth, their central focus is on analyzing and evaluating the extant empirical evidence concerning a link between human capital accumulation and economic growth. In addition to surveying the theoretical and empirical literature, they analyze a consistent data set using nonlinear estimation techniques in order evaluate the merits of various hypotheses on the link between human capital and economic growth. Annotation ©2009 Book News, Inc. , Portland, OR (booknews. com)

Human Capital and Economic Growth: The Impact of Health, Education and Demographic Change

by Alberto Bucci Klaus Prettner Alexia Prskawetz

This edited collection explores the links between human capital (both in the form of health and in the form of education), demographic change, and economic growth. Using empirical as well as theoretical perspectives, the authors investigate several important issues in the context of human capital, namely population ageing, inequality, public policy, and long-term economic development. Ultimately, they demonstrate that the accumulation of human capital is of crucial importance to long-run economic growth.

Human Capital and Gender Inequality in Middle-Income Countries: Schooling, Learning and Socioemotional Skills in the Labour Market (Routledge Studies in Development Economics)

by Elizabeth M. King Dileni Gunewardena

The role of cognitive and socioemotional skills alongside education in determining people’s success in the labour market has been the topic of a growing body of research—but previous studies have mostly missed middle-income countries and the developing world because measures of those skills and data on employment and earnings on large enough samples of adults have typically not been available. Using comparable survey data on these schooling, skills, and labour market outcomes from 13 developing and emerging economies worldwide, this book revisits human capital and gender inequality models. It presents new estimates of the returns to different levels of schooling as well as the cognitive and socioemotional skills for women and men. It examines whether those returns are due to levels of human capital or to structural bias in labour markets, and how these two factors work across the earnings spectrum. The book examines the existence of “glass ceilings” and “sticky floors” for women using this expanded measure of human capital. Further, by analyzing a group of countries of wide-ranging levels of economic development and sociopolitical contexts, the book reveals patterns and insights into how context mediates the relationship between skills and gender gaps in labour market outcomes. This book will be of interest to scholars of human capital, gender inequality in the labour market and development economics, as well as, gender and development policy makers.

Human Capital and Global Business Strategy

by Howard Thomas Howard Thomas Richard R. Smith Fermin Diez Richard R. Smith

Human capital- the performance and the potential of people in an organisation - has become an increasingly urgent issue for business leaders. Dramatic demographic shifts, the globalisation of organisations, increasing business complexity, and generational differences are causing many organisations to place a more deliberate focus on human capital as a key element in strategic planning and execution. This book helps business leaders determine how to address human capital as part of their business strategy, to drive value and realise the potential of the organisation. Topics are presented clearly, allowing readers to quickly grasp and apply key concepts and ideas. The authors share both their academic research and practical experience from around the world, providing first-hand case studies and examples to help bring theoretical topics to life. With a strong practitioner focus, this book will provide business leaders and HR professionals with new insights into how to improve business performance through a unique, strategic approach to human capital.

Human Capital and Innovation

by Sumit Kundu Surender Munjal

The second title in the Palgrave Studies in Global Human Capital Management series, this book explores how human capital contributes to innovation within the context of an inter-connected and globalized world. Investigating globalization as a phenomenon reflected within increasing cross-border flows of goods, services, know-how and talent, Human Capital and Innovation: Examining the Role of Globalization illustrates various facets of innovation at individual, team and organizational level. It highlights the influence of new economic realities, such as technological advances and the rise of emerging economies, on human capital and innovation.

Human Capital and Institutions: A Long-run View

by David Eltis Frank D. Lewis Kenneth L. Sokoloff

Human Capital and Institutions is concerned with human capital in its many dimensions and brings to fore the role of political, social, and economic institutions in human capital formation and economic growth. Written by leading economic historians, including pioneers in historical research on human capital, the chapters in this text offer a broad-based view of human capital in economic development. The issues they address range from nutrition in pre-modern societies to twentieth-century advances in medical care; from the social institutions that provided temporary relief to workers in the middle and lower ranges of the wage scale to the factors that affected the performance of those who reached the pinnacle in business and art; and from political systems that stifled the advance of literacy to those that promoted public and higher education. Just as human capital has been a key to economic growth, so has the emergence of appropriate institutions been a key to the growth of human capital.

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