Search results

Forecasting population movement trends is crucial for implementing effective policies to regulate labor force growth and understand demographic changes. Combining migration theory expertise and neural network technology can bring a fresh perspective to international migration forecasting research.

This study proposes a conditional generative adversarial neural network model incorporating the migration knowledge – conditional generative adversarial network (MK-CGAN). By using the migration knowledge to design the parameters, MK-CGAN can effectively address the limited data problem, thereby enhancing the accuracy of migration forecasts.

The model was tested by forecasting migration flows between different countries and had good generalizability and validity. The results are robust as the proposed solutions can achieve lesser mean absolute error, mean squared error, root mean square error, mean absolute percentage error and R² values, reaching 0.9855 compared to long short-term memory (LSTM), gated recurrent unit, generative adversarial network (GAN) and the traditional gravity model.

This study is significant because it demonstrates a highly effective technique for predicting international migration using conditional GANs. By incorporating migration knowledge into our models, we can achieve prediction accuracy, gaining valuable insights into the differences between various model characteristics. We used SHapley Additive exPlanations to enhance our understanding of these differences and provide clear and concise explanations for our model predictions. The results demonstrated the theoretical significance and practical value of the MK-CGAN model in predicting international migration.

While the causes of migration across a range of diverse societies have been studied in the extant literature, a systematic study encapsulating the extant literature pertaining to the push and pull factors for the phenomenon of migration has not been conducted so far. The purpose of this study is to present a gist of the push and pull factors that are responsible for migration patterns across different contexts.

Inferences from the literature review and documentary analysis show that, on the one hand, the push factors for migration entail the enforced reasons like natural causes, wars, health and the like; the pull factors are, by and large, the affirmative ones related to better job opportunities, anticipation of improved well-being, etc.

It may also be deduced that both the categories of migration causes are analyzed at the individual, group, societal as well as regional levels.

Hitherto, the migration research has focused on understanding the antecedents and consequences of migration in temporal–spatial context, but a syncretic understanding of the push and pull factors behind migration vis-à-vis smart cities is required. The present study seeks to fill this gap. Besides contributing toward the mainstream literature on migration in general, the present study also adds to the literature pertaining to the specific factors responsible for migration patterns.

Migrant women face unique difficulties, such as labour discrimination, limited sexual and reproductive health (SRH) services, obstacles to family reunification, gender-based violence (GBV) and human trafficking. ¹ The European Commission's labour integration approach currently fails to account for these difficulties. Civil society organisations (CSOs) and non-governmental organisations (NGOs) attempt to fill these gaps but lack capacity and funding. The European Commission's current approach does not respect human dignity and impedes the migrant community's integration and inclusion. This chapter discusses sexual assault and gender-based violence, which may be disturbing to some readers.

This issue is relevant and important because migrant women comprise a large portion of the migrant population ² and are a vital part of the migrant community. The methodology used in this chapter is a human security framework with a people-centred approach to policy that empowers those impacted by it. Research for this chapter was conducted using news articles, academic articles, UN reports and publications. Based on this, the European Commission must take a holistic and binding approach that protects the rights and dignity of migrant women.

There are multiple approaches that the European Commission can take to incorporate human dignity into its policies towards women and migration, such as applying international conventions and implementing policies that account for migrant women. All approaches must be realistic and required of all member states.

The recent period, also called the “era of algorithms”, has brought remarkable transformations both in personal life and in the way of doing business. Developing and implementing digital technologies depend on the availability of human capital, a resource that is increasingly difficult to find. Countries are in competition for this resource, and attracting talent has become a goal often difficult to achieve. In this context, the current chapter seeks to evaluate human capital contribution to the digital competitiveness of the EU countries and to describe the moderating role of digitization in the development of human capital through migration management. Investigating the digital competitiveness of the EU countries, we demonstrated that the most important driver of the major differences between these countries is human capital. In this context, migration becomes both an opportunity and a threat, and its digital management is of tremendous importance.

The Albanian migration has always reflected a family character, be that before 1945 when Albania was not yet completely isolated, as well as after 1990 when borders were reopened. This feature characterized all types of movement, internal or international, permanent or seasonal migration, return migration or transnational movements and remigration. The purpose of this study is to investigate the role of the family as a very important factor in making decisions regarding migration and answering questions from why to how to migrate, from when to where, whom to ask for help or how to invest remittances.

Based on the case study of a rural area in Northern Albania, the Administrative Unit of Dajç, this paper explores in detail the roles of family and kinship on decisions regarding return migration, the re-adjustment process, remigration or transnational life.

By exploring the role of the family context in remigration and vice-versa, the paper reflects that the family biography – including the lifestyle, plans for the future or expectations – has changed due to previous migration experiences or challenges and difficulties when returning to the home country.

It demonstrates how individual decisions to migrate or to “return home” are negotiated and supported within families making transnational life a family project. The paper adopts a new approach in the Albanian Migration Studies, which may be implied on broader areas for further research in the future.

The purpose of this study was to propose a benchmark model for the process of post-migration social adjustment based on the points of view and experiences of young individuals from forced-migration backgrounds.

Twelve young adults (18–24 years) living in Australia with an experience of forced migration and from various ethnic and cultural backgrounds were recruited. Semi-structured interviews were conducted and analyzed through thematic analysis.

The results showed that post-migration social adjustment requires effective interactions within individual, family and community domains. The participants proposed specific characteristics, enablers and barriers for each domain that can affect the process of social adjustment after the experience of forced migration.

Based on the reported points of view and experiences of participants in this study, the authors proposed an ecological model that can be considered as a preliminary benchmark to inform policymaking, research and services focusing on the social adjustment of young refugees. The practical implications for resettlement programs are discussed.

There is a considerable gap in the literature examining the effect of parental international migration on children’s health in Pakistan. The author aims to examine the impact of parental international labour migration on the health (anthropometric measures) of children left-behind in Pakistan.

The author investigates the impact of parental international labour migration on the health (anthropometric measures) of children left-behind in Pakistan using econometric estimation techniques and the latest wave of the Pakistan Demographic and Health Survey 2017–2018. The main child health measures the author uses include weight-for-age (WAZ) and height-for-age (HAZ) Z-scores for children under five years of age. Since unobservable factors may be vital determinants of the child nutrition outcomes, the author uses two unique instrumental variables to address the potential endogeneity problem.

The author finds that international migration improves the left-behind children’s weight-for-age and height-for-age nutritional outcomes, generating essential policy insights.

To the best of the auhtor’s knowledge, no previous study has been conducted on parental migration and left-behind children in Pakistan using the latest Demographic and Health Survey.

Local cultures under the nation-states have evolved and produced new concepts. Migrations and cultural interactions have also influenced the language. Thus, different conceptualisations of migration have developed in the “Malay World.” Language is not only a product of ecological and geographical environment, but it is also a result of human mobilisations and cultural intercourses. The differences caused by various Malay World conceptualisations are also related to different interactions, histories and social realities. In the “Malay World,” Bahasa Malaysia and Bahasa Indonesia are threatened by English hegemony. At this juncture, demonstrating these interrelationships helps one to understand local cultural intercourses between culture and social reality.

This paper implements the critical discourse analysis, notably, the dialectical–relational approach to different conceptualisations in the “Malay World.” Thus, it aims to discuss the reasons behind the usage of migration-related terms in Indonesia and Malaysia. How migration terms mainly shape social forms, process and circulate in the social world is argued in this paper. The authors target to investigate the local meaning sets for migration concepts and explore self-reflectivity in and critique of the usage of established images between Bahasa Indonesia and Malay concepts, using a Critical Discourse Analysis framework. The discussion section attempts to analyse and explain dialectical relations between social norms and social elements.

Trade diasporas, culture and identities of immigrants, cultural richness and multi-ethnicity have continuously diversified the conceptualisations. These concepts also indicate cultural dominations and exclusions. Thus, the migration dynamics in Southeast Asia might be understood by scrutinising these boundaries and patterns. This study showed that migration conceptualisations in the Malay world are substantially locally determined. Local wisdom and cultural codifications prevail in the migration context. A deeper understanding of the local context is essential in evaluating the international refugee protection mechanisms in these countries as neither Indonesia nor Malaysia are parties to the Geneva Convention Relating to the Status of Refugees.

Definitions of various types of migration are referred to in multiple terminologies throughout the Nusantara. While in Bahasa Melayu, migrant refers to pendatang, nomadic refers to nomad; refugee refers to pelarian, to migrate refers to berhijrah; in Bahasa Indonesia, migrant refers to migran, nomadic or nomad refers pengembara, refugee refers to pengungsi and migrate, or migration refers migrasi. At the same time, in the Nusantara, many communities define themselves according to their geographical features, such as Orang Sungai, Orang Laut or Orang Kuala. In this context, defining leads to a significant impact on shaping the discourses and approaches.

Definitions determine the borders, flexibilities, plausibility and flows of terms. Critical Discourse Analysis especially placed emphasis on languages and their impacts on social reality. According to Critical Discourse Analysis, terms and their genealogies, transformations and limits are vital in order to comprehend social facts and truth. To understand the change and continuity of migration flow in Southeast Asia, scrutinising the migration-related terms is crucial. This study aims to examine those main terms, their connection with other words, and their transformation in the Malay world sociologically. This as such will shed more light on the social changes regarding genealogical relationships and their usage in daily life within the Critical Discourse Analysis.

This study aims to fulfil the gap between authentic concepts of migration literature in Nusantara. Although Bahasa Melayu and Bahasa Indonesia have a strong connection and interaction, migration definitions in these languages are separated from each other. Cultural and social elements greatly influence migration-connected terms in Bahasa Melayu and Bahasa Indonesia. Without this understanding and the absence of local context, any assessment of their refugee protection systems may be incomplete. This study deals with different cultural nuances and refinements and their migration conceptualisations and histories are based on the ground of their social realities.

In this study, the authors examine the push and pull effects of extreme weather events on migration among governorates in Egypt.

To estimate the effect of extreme weather events on internal migration, the authors use migration gravity models and data from the 1996 and 2006 Population and Housing Censuses. The authors measure weather extremes by the number of months in the past 36 months with temperatures or precipitation of a governorate below the 5th percentile and above the 95th percentile of the distribution of monthly temperatures or precipitation of the corresponding governorate during the period 1900–2006.

This study’s results suggest that high temperatures in the origin area act as a push factor. High-temperature extremes have a positive effect on out-migration. A 1% increase in the number of months with high-temperature extremes in the original governorate results in a 0.1% increase in the number of out-migrants.

The study suggests that people may respond to weather extremes through migration. However, climate migrants in Egypt may encounter several significant risks that authorities must address.

This study is one of the first attempts to measure the push and pull effect of weather extremes on migration in Egypt.

The outbreak of covid-19 has affected international migration and remittance and has also narrowed down the opportunities for internal labor migrants. The pandemic has also left internal migrants in a threatening situation due to the closure of job opportunities. Taking the migration of labor from the highland toward the sesame production belt into consideration, this study aims to examine the influencing factors of migration to the sesame belt amid covid-19 and ascertain the link between migration and translocal vulnerability.

The study followed a mixed approach that combines quantitative and qualitative methods. However, the quantitative approach tends to dominate due to the nature of the objectives of the study. The study was conducted in the central Gondar zone, using a cross-sectional survey design with a sample size of 150 households collected from January to March, 2021. Both descriptive and econometrics models such as binary logit model have been used.

Based on the study result, we came to understand that migration is part and parcel of the livelihoods of the farm household that accounts for 35% of migration status amid covid-19. Particularly, the study came to conclude that households’ decision to send family members heavily relied on their prior information and fear of transmission of the coronavirus to family members which are statistically significant. As a result, this piece of work can be a good witness for translocal vulnerability where studies are very limited in the area. For this, this study suggests that concerned bodies like social and labor affairs in consultation with the agriculture offices and bureaus at a different level and the investors in the migrant’s destination should facilitate the protection and awareness mechanisms so that the spread of covid-19 can be minimized and thereby both the migrants and the investors can be benefitted from the migrants’ work amid covid-19.

This study tries to connect the current spread of covid-19 with the translocal vulnerability context. Primarily, it empirically argued the translocal vulnerability factor is the main determinant for the farm households to send families’ labor as a livelihood diversification strategy. Very limited studies consider the translocal vulnerability implication of migration; notably to the best of the researchers’ knowledge, studies that linked covid-19 with translocal vulnerability context are scant. On top of that, many studies that link migration with covid-19 tend to be inclined to international migration with very limited attention to internal migration.