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This paper aims to discuss the roles of social protection in reducing and facilitating climate-induced migration. Social protection gained attention in the international climate negotiations with the establishment of the Warsaw International Mechanism for Loss and Damage. Yet, its potential to address migration, considered as a key issue in the loss and damage debate, has not been sufficiently explored. This paper aims at identifying key characteristics of social protection schemes which could effectively address climate-induced migration and attempts to derive recommendations for policy design.

Based on the existing literature, the paper links empirical evidence on the effects of social protection to climate-related drivers of migration and the needs of vulnerable populations. This approach allows conceptually identifying characteristics of effective social protection policies.

Findings indicate that social protection can be part of a proactive approach to managing climate-induced migration both in rural and urban areas. In particular, public work programmes offer solutions to different migration outcomes, from no to permanent migration. Benefits are achieved when programmes explicitly integrate climate change impacts into their design. Social protection can provide temporary support to facilitate migration, in situ adaptation or integration and adaptation in destination areas. It is no substitution for but can help trigger sustainable adaptation solutions.

The paper helps close research gaps regarding the potential roles and channels of social protection for addressing and facilitating climate-induced migration and providing public support in destination, mostly in urban areas.

Inclusive growth is a buzzword among all nations. Poverty alleviation programmes are vital part of inclusive growth. Hence, the potential role of social protection in the development process has received heightened recognition in recent years. Poverty alleviation through government schemes or programmes is an important part of all nations’ inclusive growth. The explanation of social protection has varied across different development agencies, namely the World Bank, the Inter-American Development Bank, the International Labour Organization (ILO), etc. But the basic thrust of such definitions has involved what the Asian Development Bank (ADB) described in its 2001 Social Protection Strategy as enabling ‘vulnerable groups to prevent, reduce and/or cope with risks’ (ADB, 2001). Hence, it is vital to stress that social protection can help or cover vulnerable non-poor vis-á-vis poor groups. In some cases, such as in East Asia, the poor benefit more from social assistance (SA). This is attributable, no doubt, to the impact of cash- or food-for-work programs (ADB, 2009). This chapter seeks to determine or identify the impact of Social Protection Index (SPI) on inclusive growth through poverty alleviation in a few Asian countries using secondary data (ADB, 2009, 2016, 2019) on government social protection programs in some countries in Asia. It is obtained that the impact of components of SPI, such as social insurance (SI) programs, SA programs and labour market programs (LMP), is playing a vital role in eradication of poverty and attaining inclusive growth.

This chapter provides an understanding of the state of social protection mechanisms in the Southern African Development Community region and gives reference to two cases from the same region in relation to their social protection response during the COVID-19 pandemic. Secondary data were used to provide an understanding of social responsive measures to mitigate poverty during the COVID-19 pandemic in the region. Existing literature, policies and programmes relative to the social measures to mitigate poverty during the COVID-19 in South Africa and Zimbabwe were reviewed. The study highlighted the importance of preparedness of governments to respond to shocks in order to provide social protection to citizens. It further highlighted the need to adopt more sustainable strategies to help mitigate the effects of pandemics and the need to cushion citizens from the socio-economic effect of future pandemics.

The purpose of this paper is to identify the pathways through which social protection policies in China and India can address the key challenges facing poor, vulnerable, and disadvantaged groups under rapid transformation in both countries.

This paper reviews the main social protection policies in China and India and analyzes the challenges that they are facing. This analysis is based on an evaluation of poverty and food security trends in both countries among vulnerable and disadvantaged groups followed by an overview of major experiences and gaps in social protection policies in the two emerging Asian giants.

Improving the coverage and targeting of social protection systems is vital, and will require a multi-faceted reform portfolio that promotes more integrated and horizontally equitable systems. Emphasis should be placed on developing productive, cross-sectoral social protection programs that combine short-term social safety support with long-term tools to enhance productivity, paying special attention to nutrition, health, and human capital development. More efficient coverage and targeting should bridge the rural and urban divide and be grounded in transparent criteria and procedures that govern program implementation at all levels of the government. As both countries become more urbanized, social protection programs need to give equal attention to emerging food insecurity and nutrition issues within urban areas without detracting from food security and nutrition efforts in rural areas.

Faced with a sizable population of undernourished and poor people, India and China have applied rather different approaches to address food insecurity. The originality and value of this paper lie in an in-depth parallel analysis of how China and India can better use their social protection systems to address food insecurity and undernutrition among poor, vulnerable, and disadvantaged groups.

This study investigates empirically the impact of export product concentration (or diversification) on social protection expenditure in both developed and developing countries. The analysis further explores whether this effect depends on countries' degree of openness to international trade.

The analysis has relied on an unbalanced panel data set comprising 112 countries over the period 1980–2010 and used the two-step system generalized methods of moments (GMM) estimator as the econometric approach.

The empirical analysis conveys two messages. First, low-income countries experience a positive effect of export product concentration on social protection expenditure, while for relatively advanced economies, export product diversification positively influences social protection expenditure. Second, countries that further open up their economies to international trade experience a positive effect of export product diversification on social protection expenditure, with the magnitude of this impact increasing as the degree of openness rises.

These findings highlight the relevance of export product diversification for social protection expenditure in both developed and developing countries, notably in the context of greater trade openness.

The diversification of export products is one means for developed and developing countries alike to increase the scope for social protection expenditure.

To the best of the authors' knowledge, this topic had not been addressed.

Currently, different experiments in (partially) outsourcing public social protection to the market are observed. This paper seeks to identify two very different paths to outsourcing social protection: fragmentation of social protection on the one hand (in personal savings accounts) and amalgamation of social protection on the other (in life‐course savings schemes).

This study is theoretically based on the combination of three concepts which allow changes in social citizenship to be analyzed by means of social policy change and changes in resource flows. First, on the concept of life‐course regimes as put forward by Kohli; second, on the concept of social citizenship as proposed by Marshall; and third, on the concept of flows of resources related to these rights. The theoretical and methodological linkage of these concepts was first applied by Frericks.

These very different concepts of outsourcing social protection have implications for social inequalities, new insecurities and foreseeable under‐insurance. This is because, on the one hand, social protection redesign changes the obligatory character of social insurance, and on the other, it changes the social construction of the “adequately” protected which may no longer correspond to the factual situation of various groups of citizens.

The outlines of upcoming gaps in social protection, however, cannot adequately be grasped by the differentiation between “insiders” and “outsiders” of welfare systems. Although these gaps are related to status, they are more the result of life‐course trajectories, life‐course timing and age, implying that both the two current policy paths change intra‐ as well as inter‐generational differences in social protection. The characteristics of the two policy concepts and their foreseeable implications for social inequalities are analysed.

This paper aims to study the elements of social protection, namely, the labour market policy (working conditions), social insurance and social assistance from the law and policy standpoints to safeguard the rights and welfare of the frontline health-care workers (HCWs).

This study applies both doctrinal and non-doctrinal research methods with the legal and authoritative approaches by integrating the three elements of social protections, which are working conditions, insurance protection and social assistance for the protection of HCWs.

A pragmatic approach to the social protection system by integrating these elements can safeguard the rights and welfare of the frontline HCWs amid the pandemic. This approach should be made effective for the sustainability of the HCW and health industry in Malaysia.

This paper highlights the significance of initiating and empowering ad hoc approaches through the social protection system for the practical and effective protection of frontline HCWs who are the backbone of the nation, in the event of pandemic COVID-19. These practical needs and approaches are pivotal in response to HCWs demands in workplace.

While social protection commonly aims to address disadvantaged groups and to combat poverty, this research adopts the social protection approach with the aims to safeguard the rights and welfare of frontline HCWs amid the COVID-19 pandemic.

This paper illustrates how Guba and Lincoln's parallel criteria for establishing trustworthiness, can be adapted and applied to qualitative research on indigenous social protection systems. It provides insights for social protection researchers, exploring plausible qualitative research rigor evaluation criteria, on plausible alternatives.

The paper draws on qualitative evidence from a larger ethnographic study on the dynamics of indigenous social protection systems in Nigeria. It illustrates the systematic application of Guba and Lincoln's parallel criteria.

Available evidence from the study shows that Guba and Lincoln's parallel criteria is viable for establishing trustworthiness of qualitative research on indigenous social protection systems. The criteria can facilitate credible and reliable research outcomes in research on improving social protection policy and practice.

Qualitative inquiries that draw on Guba and Lincoln's parallel criteria as evaluation criteria for trustworthiness can complement quantitative research on social protection. This makes it imperative to incorporate both, in social protection research for a holistic system. How this can be done is beyond the scope of this paper but needs to be explored by future research.

Contrary to the use of Guba and Lincoln's parallel criteria in qualitative research in other contexts, the use of the criteria has not been carefully examined in qualitative research on indigenous social protection systems. This paper is an attempt to fill this gap.

This paper aims to fill a gap in the existing literature by shedding the light on four main issues. First, the relationship between child-at-risk protection and sustainable development and the key factors contributing to the failure or success of child-at-risk protection systems. Second, the main characteristics and limitations of the current institutional arrangements of the child-at-risk protection system in Egypt. Third, the budget allocations to child protection-relevant entities in Egypt. Fourth, the way forward to enhance the effectiveness of the child-at-risk protection system in Egypt.

The methodology used in this paper is of a qualitative nature. The authors relied on desk review of the international and national reports (including the un-published ones) and the relevant literature on the topic. Additionally, the authors reviewed the relevant laws and regulations and analyzed the fiscal data extracted from Egypt’s State budget. Also, semi-structured interviews were conducted with some officials from the different governmental entities covered by the study.

From the institutional perspective, the authors find that the current child-at-risk protection system in Egypt needs effective institutional arrangements, as it is attributed with the limited activation of the child protection committees, lack of coordination mechanisms and overlapping mandates with regards to case management. Hence, the authors propose two institutional approaches that could help in enhancing the performance of the current system. While the first approach has decentralized nature, the other is centralized. From the fiscal perspective, the authors analyze the trend and composition of the budget allocations to the child protection-relevant entities in Egypt. They show that such allocations are relatively small especially when items not related to child protection are excluded.

The paper analyzes the main characteristics and limitations of the current institutional arrangements of the child-at-risk protection system in Egypt. Moreover, it proposes two alternative institutional approaches to deal with such limitations and enhance the effectiveness of the current system. The paper also provides an analysis of the budget allocations to the child protection-relevant entities in Egypt. These issues have not been addressed sufficiently in the Egyptian context.

The purpose of this paper is to solve the problem of information privacy and security of social users. Mobile internet and social network are more and more deeply integrated into people’s daily life, especially under the interaction of the fierce development momentum of the Internet of Things and diversified personalized services, more and more private information of social users is exposed to the network environment actively or unintentionally. In addition, a large amount of social network data not only brings more benefits to network application providers, but also provides motivation for malicious attackers. Therefore, under the social network environment, the research on the privacy protection of user information has great theoretical and practical significance.

In this study, based on the social network analysis, combined with the attribute reduction idea of rough set theory, the generalized reduction concept based on multi-level rough set from the perspectives of positive region, information entropy and knowledge granularity of rough set theory were proposed. Furthermore, it was traversed on the basis of the hierarchical compatible granularity space of the original information system and the corresponding attribute values are coarsened. The selected test data sets were tested, and the experimental results were analyzed.

The results showed that the algorithm can guarantee the anonymity requirement of data publishing and improve the effect of classification modeling on anonymous data in social network environment.

In the test and verification of privacy protection algorithm and privacy protection scheme, the efficiency of algorithm and scheme needs to be tested on a larger data scale. However, the data in this study are not enough. In the following research, more data will be used for testing and verification.

In the context of social network, the hierarchical structure of data is introduced into rough set theory as domain knowledge by referring to human granulation cognitive mechanism, and rough set modeling for complex hierarchical data is studied for hierarchical data of decision table. The theoretical research results are applied to hierarchical decision rule mining and k-anonymous privacy protection data mining research, which enriches the connotation of rough set theory and has important theoretical and practical significance for further promoting the application of this theory. In addition, combined the theory of secure multi-party computing and the theory of attribute reduction in rough set, a privacy protection feature selection algorithm for multi-source decision table is proposed, which solves the privacy protection problem of feature selection in distributed environment. It provides a set of effective rough set feature selection method for privacy protection classification mining in distributed environment, which has practical application value for promoting the development of privacy protection data mining.

In this study, the proposed algorithm and scheme can effectively protect the privacy of social network data, ensure the availability of social network graph structure and realize the need of both protection and sharing of user attributes and relational data.