{"id":722,"date":"2025-06-30T10:25:35","date_gmt":"2025-06-30T09:25:35","guid":{"rendered":"https:\/\/medicine.st-andrews.ac.uk\/shield\/?page_id=722"},"modified":"2025-10-15T12:35:16","modified_gmt":"2025-10-15T11:35:16","slug":"home-2","status":"publish","type":"page","link":"https:\/\/medicine.st-andrews.ac.uk\/shield\/","title":{"rendered":"Home"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/medicine.st-andrews.ac.uk\/shield\/wp-content\/uploads\/sites\/73\/2025\/05\/20250526-Banner.png&#8221; height=&#8221;360px&#8221; custom_margin=&#8221;100px||||false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; disabled_on=&#8221;off|off|off&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_last_edited=&#8221;on|phone&#8221; custom_margin_phone=&#8221;200px||||false|false&#8221; custom_margin_tablet=&#8221;100px||||false|false&#8221;][et_pb_row column_structure=&#8221;3_4,1_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;90%&#8221; max_width=&#8221;none&#8221; custom_padding=&#8221;22px|||||&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][et_pb_column type=&#8221;3_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_line_height=&#8221;1.2em&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; disabled_on=&#8221;off|off|off&#8221; sticky_enabled=&#8221;0&#8243; header_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_phone=&#8221;30px&#8221;]<\/p>\n<h1 style=\"text-align: left;\"><span style=\"color: #000000; font-size: 45px;\">USING DATA TO IMPROVE CARE IN VULNERABLE TIMES OF LIFE<\/span><\/h1>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section &#8211; Quote&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; background_enable_color=&#8221;off&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][et_pb_row column_structure=&#8221;2_5,3_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; background_enable_color=&#8221;off&#8221; max_width=&#8221;none&#8221; custom_padding=&#8221;60px||60px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/medicine.st-andrews.ac.uk\/shield\/wp-content\/uploads\/sites\/73\/2025\/03\/MED_8114-scaled.jpg&#8221; title_text=&#8221;MED_8114&#8243; align=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Text &#8211; Quote&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;28px&#8221; width=&#8221;84.5%&#8221; custom_margin=&#8221;|-12px||30px|false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|10px||10px|false|false&#8221; custom_margin_tablet=&#8221;|-12px||30px|false|false&#8221;]<\/p>\n<h2 style=\"text-align: left;\">\u201cOut of hours is when people feel most unsure what to do. This is about better outcomes at one of the most vulnerable times of life for human beings as people, not just as patients\u201d<\/h2>\n<p style=\"text-align: left;\">Margaret Weir, Co-Investigator and member of the patient and public involvement board<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#25274d&#8221; width=&#8221;100%&#8221; max_width=&#8221;none&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;60px||60px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Text &#8211; vision&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_layout=&#8221;dark&#8221; min_height=&#8221;191px&#8221; custom_margin=&#8221;|150px||150px|false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|50px||50px|false|false&#8221; custom_margin_tablet=&#8221;|150px||150px|false|false&#8221;]<\/p>\n<h4>OUR VISION<\/h4>\n<h2><strong>The right care at the right time<\/strong><\/h2>\n<p>Pressures on health services across Scotland are high. As people live longer, with more long-term health problems, pressures will get worse for people to access the care they need. \u00a0When people struggle to access the care and support they need, it causes distress and suffering.<\/p>\n<p>That is why we want to support urgent care services to design tools that will allow people to access the care they need from the most appropriate person at the right place and right time, no matter where they live.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section &#8211; Project&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; width=&#8221;100%&#8221; max_width=&#8221;none&#8221; custom_padding=&#8221;60px||60px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Text &#8211; project&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;|150px||150px|false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|50px||50px|false|false&#8221; custom_margin_tablet=&#8221;|150px||150px|false|false&#8221;]<\/p>\n<h4>OUR STUDY<\/h4>\n<h2><strong>Supportive Health Interventions and Escalation for Life Decisions <span>\u2212 <\/span>SHIELD<\/strong><\/h2>\n<p><strong><\/strong><\/p>\n<p><strong>We want to improve unscheduled care in the last year of life.<\/strong><\/p>\n<p>To understand how people use unscheduled care in the last year of life, we will develop prediction models which identify future use by specific groups of people who use healthcare and to develop a bespoke care coordination system that improves care pathways and experiences and reduces demand on unscheduled care.<strong>\u00a0<\/strong><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; 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_module_preset=&#8221;default&#8221; background_layout=&#8221;dark&#8221; custom_margin=&#8221;20px|150px|20px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;0px|50px|20px|50px|false|false&#8221; custom_margin_tablet=&#8221;20px|150px|20px||false|false&#8221;]<\/p>\n<h2><strong>Learn about our Project<\/strong><\/h2>\n<p>Find out about the background and main goals of the SHIELD-Study and our current steps to\u00a0 improve unscheduled care in the last year of life.<\/p>\n<p>[\/et_pb_text][et_pb_button button_text=&#8221;Learn more about our Project&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;18px&#8221; button_text_color=&#8221;#04395e&#8221; button_bg_color=&#8221;#FFFFFF&#8221; 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max_width=&#8221;none&#8221; custom_padding=&#8221;60px||60px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Text &#8211; team&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;|150px||150px|false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|50px||50px|false|false&#8221; custom_margin_tablet=&#8221;|150px||150px|false|false&#8221;]<\/p>\n<h4>OUR TEAM<\/h4>\n<h2><strong>Interdisciplinary experts<\/strong><\/h2>\n<p>Our team has expertise in health data science, risk modelling, mixed methods research, co-production of services with stakeholders, and intervention design and implementation.<\/p>\n<p>Some of our team members also bring clinical expertise in general practice, end-of-life care, emergency medicine, addiction services, and public health.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;2_3,1_3&#8243; 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If you want to get involved in our research check out our vacancies and get in touch!<\/p>\n<p>[\/et_pb_text][et_pb_button button_text=&#8221;Learn more about our Team&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;18px&#8221; button_text_color=&#8221;#04395e&#8221; button_bg_color=&#8221;#FFFFFF&#8221; button_border_width=&#8221;0px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;10px|120px|10px||false|false&#8221; custom_padding=&#8221;10px||10px||false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|0px|||false|false&#8221; custom_margin_tablet=&#8221;10px|120px|10px||false|false&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/medicine.st-andrews.ac.uk\/shield\/wp-content\/uploads\/sites\/73\/2025\/03\/MED_8096-scaled-e1742580936628.jpg&#8221; title_text=&#8221;MED_8096&#8243; align=&#8221;right&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section &#8211; Funders&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; width=&#8221;100%&#8221; max_width=&#8221;none&#8221; custom_padding=&#8221;60px||60px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Text &#8211; funders&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;|150px|29px|150px|false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|50px||50px|false|false&#8221; custom_margin_tablet=&#8221;|150px|29px|150px|false|false&#8221;]<\/p>\n<h4>OUR PARTNERS<\/h4>\n<h2><strong>Funding and support<\/strong><\/h2>\n<p>We are working with major academic, governmental and public partners to achieve our goals.\u00a0 Some of our current partners are health service institutions including NHS Fife and NHS Highland, academic institutions including the University of Edinburgh, and third-sector organisations including Highland Hospice and the Fife Centre for Equalities. We want to bring our vision to life. To do that, we need funding partners that will help us to continue our research in the future.<\/p>\n<p>[\/et_pb_text][et_pb_button button_text=&#8221;Learn more about our Partners&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;18px&#8221; button_text_color=&#8221;#FFFFFF&#8221; button_bg_color=&#8221;#25274d&#8221; button_border_width=&#8221;0px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;10px|120px|10px||false|false&#8221; custom_padding=&#8221;10px||10px||false|false&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; sticky_enabled=&#8221;0&#8243; custom_margin_phone=&#8221;|0px|||false|false&#8221; custom_margin_tablet=&#8221;10px|120px|10px||false|false&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;95%&#8221; max_width=&#8221;none&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/medicine.st-andrews.ac.uk\/shield\/wp-content\/uploads\/sites\/73\/2025\/03\/20250304-Funders.png&#8221; title_text=&#8221;20250304-Funders&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>USING DATA TO IMPROVE CARE IN VULNERABLE TIMES OF LIFE\u201cOut of hours is when people feel most unsure what to do. 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