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Purpose – The purpose of this study is to explore the concept of spatial modeling in adolescent and under-five children’s nutritional status.

Design/Methodology/Approach – The indicator used to identify spatial autocorrelation is the Local Indicator of Spatial Association (LISA). LISA is a method of exploratory analysis of spatial data capable of detecting spatial relationships at the local level and its effects globally. Aplication of stochastic modeling in spatial nutrition identification mapping can be categorized into two cases based on spatial autocorrelation and non-spatial autocorrelation.

Findings – This results of this study indicate that there is no spatial autocorrelation in the adolescent nutritional dataset. The thematic map for anemia showed that that the highest number of anemia in adolescents was in KutaAlam sub-districts (48 people). Sub-districts that were second most common were Meuraxa, Jaya Baru, and Baiturrahman sub-districts. The fewest cases were found in Lueng Bata sub-district (12 people). There were no sub-districts affected by neighboring areas, in the case of adolescents’ anemia in Banda Aceh. For the under-five nutritional data set, it shows that there are four factors that significantly affect spatial influence, which are malnutrition, chronic energy deficiency, woman of child-bearing age, proportion of family planning, percentage of households with PHBS and coverage of access to clean water.

Research Limitations/Implications – Anemia data were obtained with a school-based survey. Household survey would be better to implement in spatial analysis.

Practical Implications – The comparison of the dataset with the two methods provides a simple example to implement special autocorrelation in practice.

Social Implications – The results contribute to a much better comparison in many cases in the nutritional field.

Originality/Value – This is the initial nutritional status of adolescents in Banda Aceh.

This research aims to explore childhood construction in the Afghan refugee community living in Pakistan. Young Afghan people aged 12–18 who were working on the streets participated in the generation of data for this study in 2019. Ethnographic research approaches with semi-structured in-depth interviews and field observations were used to obtain real insights. Young Afghan refugees have been a constant phenomenon on the streets for decades in the twin cities of Pakistan – Rawalpindi and Islamabad – where this research was conducted and are involved in different street-based casual activities. The findings show that young people face discrimination and exclusion from the mainstream of society due to their undefined citizenship status and poverty. Parents see their children as dependents and as assets for their old age, and children and young people need to work to support their families who live in poverty. In fulfilling their filial responsibilities, young people sacrifice their schooling and have limited opportunities to learn new skills. It is concluded that the government and other international institutions with responsibility for setting policies and creating programs for young Afghan refugees need to understand the dynamics of the families in which the young people live and how these families inculcate them with their generational values.

This chapter discusses how ‘hidden’ populations of women who use drugs (WWUD) in coastal Kenya became ‘visible’ through accessing health, harm reduction and rights services. This effort was facilitated by the Muslim Education and Welfare Association (MEWA) and their work with community leaders. Mapping undertaken by MEWA outreach workers identified women who use opioids and other substances in isolated drug use settings. MEWA introduced daily meals in identified sites, needle and syringe services and residential rehabilitation services for opioid withdrawal. The introduction of residential adherence services for HIV and tuberculosis and the provision of methadone enabled compliance with the 90-90-90 UN HIV cascade. These services achieved sustained HIV viral load suppression at 83% and a 100% cure rate for tuberculosis among WWUD. In addition, disclosure and partner risk tracing was established in the ‘drug dens’ for women who test positive for STIs. The introduction of women-only hours once per week at the drop-in centre contributed to a better understanding of drug dependency among outreach workers and clinicians. Policies on gender-based violence were also refined, leading to an increase in reported cases. Programmes targeting families were introduced to promote effective communication and improve parenting skills. Access barriers to social security programmes were tackled by a network of paralegal officers in partnership with Kenyan authorities. Finally, entrepreneurship training and mentorship programmes were implemented to build resilience among WWUD.