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	<title>Business Analytics and Insight | NECS</title>
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	<item>
		<title>Prevalence of obesity in Tees Valley</title>
		<link>https://www.necsu.nhs.uk/prevalance-of-obesity-in-tees-valley/</link>
		
		<dc:creator><![CDATA[NECS]]></dc:creator>
		<pubDate>Thu, 13 Apr 2023 09:47:06 +0000</pubDate>
				<category><![CDATA[Business Analytics and Insight]]></category>
		<category><![CDATA[Case Studies]]></category>
		<category><![CDATA[Population Health Management]]></category>
		<guid isPermaLink="false">https://howfittoday.necsapps.net/?page_id=1341</guid>

					<description><![CDATA[Tees Valley Combined Authority wanted to determine whether the prevalence of obesity in the Tees Valley is greater than in other areas of the UK, what the causes might be and the impact upon the economy of the region. ]]></description>
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				<div class="et_pb_text_inner"><h3>The challenge</h3>
<p><span data-contrast="auto" xml:lang="EN-GB" lang="EN-GB" class="TextRun SCXW156820085 BCX8"><span class="NormalTextRun SCXW156820085 BCX8">Tees Valley Combined Authority wanted to </span><span class="NormalTextRun SCXW156820085 BCX8">determine</span><span class="NormalTextRun SCXW156820085 BCX8"> whether the prevalence of obesity in the Tees Valley is greater than in other areas of the UK, what the causes might be and the impact upon the economy of the region.</span></span><span class="EOP SCXW156820085 BCX8" data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p></div>
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				<div class="et_pb_text_inner"><h3>Our response</h3>
<p><span data-contrast="auto">NECS carried out a deep-dive review of a wide range of data sources: </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<ul>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">Quality and Outcomes Framework (QOF) – NHS Digital.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Hospital Episodes Statistics (HES) – NHS Digital.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">National Child Measurement Programme (NCMP) – NHS Digital. </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Estimated prevalence of obesity including overweight – Department of Geography and Environment, University of Southampton and Department of Geography, University of Portsmouth.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Public Health Profiles – Public Health England.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Annual Population Survey – Office for National Statistics.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Access to health assets and hazards index – Consumer Data Research Centre.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Primary and Secondary Care Data – NECS.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
</ul>
<p><span data-contrast="auto">The following techniques and tools were used: </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<p><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"></span></p>
<ul>
<li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Mapping techniques.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Software to demonstrate spatial patterns of obesity.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Population segmentation analysis applied to Primary Care and Secondary Care data.</span></li>
<li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Statistical neighbour analysis to compare Tees Valley with other similar areas of the UK.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
</ul>
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				<div class="et_pb_text_inner"><h4>Outcomes</h4>
<p><span data-contrast="auto">The indicators suggest that the prevalence of obesity in the Tees Valley is higher than national averages. More detailed geographical breakdowns show large variation in obesity prevalence within the Tees Valley at local authority level.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<p><span data-contrast="auto">There are significant hotspots of obesity within the Tees Valley and there is a strong correlation between obesity, overall deprivation and unemployment.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<p><span data-contrast="auto">This was used across Teesside to develop the local area action plan across system partners in health, local authorities and industry to tackle obesity over the coming five years. </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p></div>
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		<item>
		<title>Chartered Society of Physiotherapy Workforce Demand project</title>
		<link>https://www.necsu.nhs.uk/chartered-society-of-physiotherapy-workforce-demand-project/</link>
		
		<dc:creator><![CDATA[NECS]]></dc:creator>
		<pubDate>Thu, 13 Apr 2023 09:46:54 +0000</pubDate>
				<category><![CDATA[Business Analytics and Insight]]></category>
		<category><![CDATA[Case Studies]]></category>
		<guid isPermaLink="false">https://howfittoday.necsapps.net/?page_id=1339</guid>

					<description><![CDATA[]]></description>
										<content:encoded><![CDATA[<p><div class="et_pb_section et_pb_section_1 et_section_specialty" >
				
				
				
				
				
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				<div class="et_pb_text_inner"><h3>The challenge</h3>
<p><span data-contrast="auto">NECS&#8217;s Business Analytics and Insight team was commissioned to work with the Chartered Society of Physiotherapy (CPS) in England to analyse the size of the physiotherapy workforce needed to deliver NHS policy commitments in England, This was to include both the registered and unregistered workforce, using multiple and separate data sources.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<p><span data-contrast="auto">It was intended that the CSP and its members would be able to use this work to influence national and local policy, in order for physiotherapy workforce numbers to be adequate enough to not only deliver targets, but to improve patient care, safely and effectively.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p></div>
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				<div class="et_pb_text_inner"><h3>Our response</h3>
<p><span data-contrast="auto">The BAI team at NECS undertook a thorough analytical investigation of all available data sources to support the challenge, including: </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<ul>
<li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">Analysis of 12 national and bespoke data sets, which held various elements of physiotherapy data to inform the national picture </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
<li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Production of a review and data specification document of each of the dataset and tables </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
<li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Development of an intelligence dashboard which supplied data analysis around the registered and unregistered workforce to inform national policy. </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
</ul>
<p><span data-contrast="auto">The following techniques and tools were used: </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<ul>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">ICS mapping analysis for the rollout of the place-based analysis </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Excel and SQL based interactive dashboard for customer</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">A literature review of bespoke datasets </span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
<li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" aria-setsize="-1" data-aria-posinset="4" data-aria-level="1"><span data-contrast="auto">CSP, HCPC, HESA, AQR, NHS Workforce, UCAS data all combined into a single version of the truth dashboard.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></li>
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				<div class="et_pb_text_inner"><h4>Outcomes</h4>
<p><span data-contrast="auto">Data analysis provided to the CPS indicated that there was increased growth in the number of physiotherapists since 2019 and that England is ranked 6th against international neighbours in physiotherapist per 1000 population (Source: HCPC 2021).</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p>
<p><span data-contrast="auto">By using a combination of datasets and sources, NECS was successfully able to provide the CPS with a dashboard which predicted and confirmed workforce numbers, which the CPS now uses to inform national NHS policy.</span><span data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}"> </span></p></div>
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		<title>Development and adoption of PHM</title>
		<link>https://www.necsu.nhs.uk/development-and-adoption-of-phm/</link>
		
		<dc:creator><![CDATA[NECS]]></dc:creator>
		<pubDate>Thu, 13 Apr 2023 09:46:40 +0000</pubDate>
				<category><![CDATA[Business Analytics and Insight]]></category>
		<category><![CDATA[Case Studies]]></category>
		<guid isPermaLink="false">https://howfittoday.necsapps.net/?page_id=1337</guid>

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				<div class="et_pb_text_inner"><h3>The challenge</h3>
<p>Suffolk and North East Essex (SNEE) Integrated Care System (ICS) sought a partner to support the development of, and to accelerate the adoption of, Population Health Management (PHM) across their localities.</p></div>
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				<div class="et_pb_text_inner"><h3>Our response</h3>
<p>NECS analysts initially facilitated Information Governance (IG) arrangements to enable key local and national data to be shared and linked at patient level, including Primary, Community, Secondary and Tertiary care information. This allowed a patient&#8217;s &#8216;journey&#8217; through the healthcare system to be tracked at an individual level and then advanced PHM analytics applied.</p>
<p>The following techniques and tools were applied at ICS, Alliance and PCN level:</p>
<ul>
<li>Risk stratification</li>
<li>Impactability modelling</li>
<li>Predictive modelling</li>
</ul></div>
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				<div class="et_pb_text_inner"><h4>Outcomes</h4>
<p>The project was very successful in supporting PCNs across the ICS footprint in identifying population health interventions which would have the highest impact on local outcomes.</p></div>
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					<div class="et_pb_testimonial_description_inner"><div class="et_pb_testimonial_content"><p><span data-contrast="auto" xml:lang="EN-GB" lang="EN-GB" class="TextRun Highlight SCXW168836322 BCX8"><span class="NormalTextRun SCXW168836322 BCX8">“<span class="NormalTextRun SCXW242887965 BCX0">It&#8217;s been an eye-opening exercise, looking at the numbers across the systems spent in my PCN. </span><span class="NormalTextRun SCXW242887965 BCX0">NECS has </span><span class="NormalTextRun SCXW242887965 BCX0">been very supportive throughout the project</span><span class="NormalTextRun SCXW242887965 BCX0">, </span><span class="NormalTextRun SCXW242887965 BCX0">always </span><span class="NormalTextRun SCXW242887965 BCX0">challenging</span><span class="NormalTextRun SCXW242887965 BCX0"> appropriately and respectfully, especially when we were discussing our short, medium and long-term goals</span><span class="NormalTextRun SCXW242887965 BCX0"> which </span><span class="NormalTextRun SpellingErrorV2Themed SCXW242887965 BCX0">was </span><span class="NormalTextRun SpellingErrorV2Themed SCXW242887965 BCX0">the</span><span class="NormalTextRun SCXW242887965 BCX0"> main driver in bringing us together and reaching the targets successfully</span><span class="NormalTextRun SCXW242887965 BCX0">, </span><span class="NormalTextRun SCXW242887965 BCX0">as we agreed in a group.</span></span></span><span data-contrast="auto" xml:lang="EN-GB" lang="EN-GB" class="TextRun Highlight SCXW168836322 BCX8"><span class="NormalTextRun SCXW168836322 BCX8" data-ccp-charstyle="Emphasis">”</span></span><span data-contrast="auto" xml:lang="EN-GB" lang="EN-GB" class="TextRun Highlight SCXW168836322 BCX8"><span class="NormalTextRun SCXW168836322 BCX8"> </span></span><span class="EOP SCXW168836322 BCX8" data-ccp-props="{&quot;201341983&quot;:0,&quot;335559739&quot;:200,&quot;335559740&quot;:276}"> </span></p></div></div>
					<span class="et_pb_testimonial_author">Dr Ayesha Tu Zahra GP</span>
					<p class="et_pb_testimonial_meta"><span class="et_pb_testimonial_position">IESCCG Clinical Executive Lead for Maternity</span></p>
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