title: Who seeks help in a crisis? Temporal analysis of anti-trafficking helpline contacts over the pandemic

authors: Tompson, Lisa

subjects: Complex systems

abstract: Background
Human trafficking and extreme exploitation ("modern slavery") violate fundamental human rights and cause severe harm to individuals' well-being. Anti-trafficking helplines provide critical support for victims/survivors, yet little research has explored their usage patterns, particularly during crises. This study examines how the Covid-19 pandemic influenced reporting to the UK’s Modern Slavery & Exploitation Helpline, aiming to identify trends in help-seeking behaviour during this period of significant social disruption.

Methods
This study analysed 8,386 cases from the Helpline between October 2016 and December 2021. We took a descriptive approach, as assumptions for causal analyses could not be met. We used seasonal decomposition methods to separate underlying trends over the pandemic from seasonal effects, focusing on caller proximity and exploitation sub-types.

Results
Helpline contacts decreased following the introduction of Covid-19 restrictions, although case volume remained steady compared to pre-pandemic levels. Reporting patterns shifted: reports of criminal and sexual exploitation increased, while those of labour exploitation declined. Self-reports from victims/survivors rose notably during in-person work restrictions, particularly for labour exploitation in essential industries. Reports from the public about suspicious activity dropped and did not rebound post-lockdown, suggesting long-term changes in public reporting behaviour.

Conclusions
The study demonstrates how the Covid-19 pandemic affected reporting to a major anti-trafficking helpline, revealing increased self-reports from victim/survivors but a decline in community-based reporting. These findings highlight the importance of helplines as a public health intervention during crises and underscore the need for enhanced support infrastructure during periods of social and economic disruption. Future research should investigate the underlying causes of these shifts in reporting and explore ways to improve service access for victim/survivors of trafficking during emergencies.

text: Who seeks help in a crisis? Temporal analysis of anti-trafficking helpline contacts over the pandemic Background
Human trafficking and extreme exploitation ("modern slavery") violate fundamental human rights and cause severe harm to individuals' well-being. Anti-trafficking helplines provide critical support for victims/survivors, yet little research has explored their usage patterns, particularly during crises. This study examines how the Covid-19 pandemic influenced reporting to the UK’s Modern Slavery & Exploitation Helpline, aiming to identify trends in help-seeking behaviour during this period of significant social disruption.

Methods
This study analysed 8,386 cases from the Helpline between October 2016 and December 2021. We took a descriptive approach, as assumptions for causal analyses could not be met. We used seasonal decomposition methods to separate underlying trends over the pandemic from seasonal effects, focusing on caller proximity and exploitation sub-types.

Results
Helpline contacts decreased following the introduction of Covid-19 restrictions, although case volume remained steady compared to pre-pandemic levels. Reporting patterns shifted: reports of criminal and sexual exploitation increased, while those of labour exploitation declined. Self-reports from victims/survivors rose notably during in-person work restrictions, particularly for labour exploitation in essential industries. Reports from the public about suspicious activity dropped and did not rebound post-lockdown, suggesting long-term changes in public reporting behaviour.

Conclusions
The study demonstrates how the Covid-19 pandemic affected reporting to a major anti-trafficking helpline, revealing increased self-reports from victim/survivors but a decline in community-based reporting. These findings highlight the importance of helplines as a public health intervention during crises and underscore the need for enhanced support infrastructure during periods of social and economic disruption. Future research should investigate the underlying causes of these shifts in reporting and explore ways to improve service access for victim/survivors of trafficking during emergencies.

year: 2025

title: High performance simulation for ATM network development

authors: Cleary, John G.

subjects: computer science

abstract: Techniques for measuring and modeling ATM traffic are reviewed. The requirements for cell level ATM network modeling and simulation are then outlined followed by a description of an ATM traffic and network (ATM-TN) simulator. This ATM-TN simulator is built upon parallel simulation mechanisms to achieve the high performance needed to execute the huge number of cell events required for a realistic network scenario. Results for several simulation experiments are reported using this high performance simulation including scenarios for the Wnet and OPERA networks. Finally, a preliminary evaluation of the application of high performance simulation to the design and analysis of ATM network performance is provided.

text: High performance simulation for ATM network development Techniques for measuring and modeling ATM traffic are reviewed. The requirements for cell level ATM network modeling and simulation are then outlined followed by a description of an ATM traffic and network (ATM-TN) simulator. This ATM-TN simulator is built upon parallel simulation mechanisms to achieve the high performance needed to execute the huge number of cell events required for a realistic network scenario. Results for several simulation experiments are reported using this high performance simulation including scenarios for the Wnet and OPERA networks. Finally, a preliminary evaluation of the application of high performance simulation to the design and analysis of ATM network performance is provided.

year: 1996-06

title: Desirable attributes for medical graduates: The health aspirations and needs of Maaori living in Te Rohe Pootae

authors: Maikuku, Victoria Louisa Wikitoria

abstract: Health disparities for Maaori, the tangata whenua of Aotearoa New Zealand, are prevalent when compared to the health of European New Zealanders, and even more so in remote and rural communities where access to health-care services is limited. Moreover, Maaori are underrepresented in the medical workforce in which there is a serious and escalating shortage of doctors and nurses.

In the context of the University of Waikato’s proposal to establish a Graduate Entry Medical School, Te Huataki Waiora School of Health has identified the need for a collaborative approach to ‘growing’ a fit-for-purpose health workforce with the skills and commitment to care for and work with Maaori (and Pacific peoples) living in remote and rural communities. This study thus explores the health perspectives, needs, and aspirations of Maaori living in and around the King Country rural service towns of Te Kuiti and OOtorohanga. Conducted by a Ngaati Maniapoto tribal member, the location for the study is known by Maaori as Te Rohe Pootae - the lands of Rereahu/Maniapoto, to which the Waikato people sort refuge after the invasion and confiscation of their lands in the 1860s. The perspectives, needs, and aspirations of Pacific peoples living in these communities have been explored in a ‘sister’ Masters study conducted by Janina Galewski.

The present exploratory study incorporates a co-design research process underpinned by an Indigenous health framework with Kaupapa Maaori values. Kanohi ki te kanohi (face to face) semi-structured interviews were conducted with 30 community members, 11 males and 19 females aged 18 years and over. The data analysis included a combination of values, verses and holistic, and provisional coding methods (focused, thematic, descriptive) (Saldana, 2021).

The findings reveal that these community members view themselves as either rural or remote based on distance, access to services, and geographic isolation, but not population numbers. In terms of services, they want a mobile health workforce including clinics, carers, doctors, nurses; mental health workers who are equipped with the resources and time needed to reach and serve their patients; and better access to dialysis and related services. The research also identifies three healthcare strategies. When ill or injured, one-third of the group go directly to their GP; one-third try other things before seeking medical assistance, including going home to their parents and/or to their marae for comfort and advice, ‘going bush’ to (re)connect with nature, and forms of pure (cleansing rituals); and although the remaining third are registered with medical centres they do everything they can to avoid seeing a doctor at all. Instead, they rely on rongoaa and other ‘complementary and alternative’ treatments such as physiotherapists, chiropractors, osteopaths, and other healers. 

Adopting and adapting a table created by Woolley et al. (2013), the findings also revealed three sets of desirable attributes for medical graduates (and other healthcare professionals): Skill-based attributes include quality care and communication skills, knowledge-based attributes include medical knowledge and culturally appropriate knowledge, while attitude-based attributes include personality and community engagement. This framework can be used to inform a medical education curriculum, with a specific emphasis on the health needs and aspirations of Maaori living in rural and remote communities.

text: Desirable attributes for medical graduates: The health aspirations and needs of Maaori living in Te Rohe Pootae Health disparities for Maaori, the tangata whenua of Aotearoa New Zealand, are prevalent when compared to the health of European New Zealanders, and even more so in remote and rural communities where access to health-care services is limited. Moreover, Maaori are underrepresented in the medical workforce in which there is a serious and escalating shortage of doctors and nurses.

In the context of the University of Waikato’s proposal to establish a Graduate Entry Medical School, Te Huataki Waiora School of Health has identified the need for a collaborative approach to ‘growing’ a fit-for-purpose health workforce with the skills and commitment to care for and work with Maaori (and Pacific peoples) living in remote and rural communities. This study thus explores the health perspectives, needs, and aspirations of Maaori living in and around the King Country rural service towns of Te Kuiti and OOtorohanga. Conducted by a Ngaati Maniapoto tribal member, the location for the study is known by Maaori as Te Rohe Pootae - the lands of Rereahu/Maniapoto, to which the Waikato people sort refuge after the invasion and confiscation of their lands in the 1860s. The perspectives, needs, and aspirations of Pacific peoples living in these communities have been explored in a ‘sister’ Masters study conducted by Janina Galewski.

The present exploratory study incorporates a co-design research process underpinned by an Indigenous health framework with Kaupapa Maaori values. Kanohi ki te kanohi (face to face) semi-structured interviews were conducted with 30 community members, 11 males and 19 females aged 18 years and over. The data analysis included a combination of values, verses and holistic, and provisional coding methods (focused, thematic, descriptive) (Saldana, 2021).

The findings reveal that these community members view themselves as either rural or remote based on distance, access to services, and geographic isolation, but not population numbers. In terms of services, they want a mobile health workforce including clinics, carers, doctors, nurses; mental health workers who are equipped with the resources and time needed to reach and serve their patients; and better access to dialysis and related services. The research also identifies three healthcare strategies. When ill or injured, one-third of the group go directly to their GP; one-third try other things before seeking medical assistance, including going home to their parents and/or to their marae for comfort and advice, ‘going bush’ to (re)connect with nature, and forms of pure (cleansing rituals); and although the remaining third are registered with medical centres they do everything they can to avoid seeing a doctor at all. Instead, they rely on rongoaa and other ‘complementary and alternative’ treatments such as physiotherapists, chiropractors, osteopaths, and other healers. 

Adopting and adapting a table created by Woolley et al. (2013), the findings also revealed three sets of desirable attributes for medical graduates (and other healthcare professionals): Skill-based attributes include quality care and communication skills, knowledge-based attributes include medical knowledge and culturally appropriate knowledge, while attitude-based attributes include personality and community engagement. This framework can be used to inform a medical education curriculum, with a specific emphasis on the health needs and aspirations of Maaori living in rural and remote communities.

year: 2022