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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Cities</journal-id>
<journal-title-group>
<journal-title>Frontiers in Sustainable Cities</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Cities</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2624-9634</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/frsc.2026.1772638</article-id>
<article-version article-version-type="Corrected Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Designing sustainable public spaces in Khobar, Saudi Arabia: a decision-support framework integrating mobility and transport connectivity using the Analytic Hierarchy Process (AHP)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Almatar</surname>
<given-names>Khalid Mohammed</given-names>
</name>
<xref ref-type="aff" rid="aff1"></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2027702"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
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</contrib>
</contrib-group>
<aff id="aff1"><institution>Department of Urban and Regional Planning, College of Architecture and Planning, Imam Abdulrahman Bin Faisal University</institution>, <city>Dammam</city>, <country country="sa">Saudi Arabia</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Khalid Mohammed Almatar, <email xlink:href="mailto:kmalmatar@iau.edu.sa">kmalmatar@iau.edu.sa</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-03">
<day>03</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="corrected" iso-8601-date="2026-03-06">
<day>06</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>8</volume>
<elocation-id>1772638</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>04</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Almatar.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Almatar</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-03">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Public Sustainable urban spaces are essential in improving the livability, inclusivity, and environmental sustainability of cities, especially in fast-urbanizing cities facing climatic and infrastructural problems. The planning of public spaces in Gulf cities, including Al Khobar, Saudi Arabia, needs to be systematic, balancing various dimensions of sustainability and considering local contextual conditions. The study constructs a decision-support model to rank the sustainability criteria of the design of a public space by combining Sustainable Development Goal 11 (SDG 11) with the Analytic Hierarchy Process (AHP). The sustainability criteria were organized into four broad dimensions, namely, physical, economic, administrative, and social dimensions, and operationalized using an AHP hierarchy. A panel of 32 experts with professional experience in urban planning, transport, architecture, and sustainability conducted pairwise comparisons. All the comparison matrices had consistency ratios within the acceptable range (CR&#x202F;&#x2264;&#x202F;0.10), indicating expert judgment. The results indicate that the physical dimension was the most weighted in total (43.1%), then economic (22.0%), administrative (18.5%), and social dimension (16.4). The sub-criteria that ranked highest under the physical dimension were preservation of cultural and historical resources, connection with transport and active mobility and climate-suited green infrastructure. The research adds a localized hierarchical AHP-based decision support model of sustainable planning of the Al Khobar public space. The framework helps the planners and policymakers to prioritize the interventions and explicitly define the role of expert judgment and contextual constraints.</p>
</abstract>
<kwd-group>
<kwd>AHP</kwd>
<kwd>Khobar</kwd>
<kwd>public spaces</kwd>
<kwd>resilient cities</kwd>
<kwd>sustainability</kwd>
<kwd>urban design</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
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<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="13"/>
<word-count count="9255"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sustainable Infrastructure</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Sustainable transport systems form the foundation of liveable, inclusive, and resilient cities&#x2019; development. In fast-urbanizing cities such as Khobar, the integration of transport facilities into public space planning is at the forefront of enhancing accessibility, reducing car use, and supporting a vibrant social and economic life (<xref ref-type="bibr" rid="ref5">Carmona, 2021</xref>; <xref ref-type="bibr" rid="ref45">Wey and Huang, 2018</xref>). Although public spaces provide vital sites for social interaction and cultural expression, success in this aspect remains dependent on how well they are connected by sustainable transportation systems (<xref ref-type="bibr" rid="ref18">Itair et al., 2023</xref>). With the growing pace of urbanization, especially in the Gulf region, cities such as Khobar are under pressure to ensure that they balance between the growing pace of development and the necessity to retain liveability, heritage and ecological sustainability (<xref ref-type="bibr" rid="ref4">Arif and Aldosary, 2023</xref>). In this regard, the planning of the public space should not be limited to design and functionality but should be multidimensional in terms of sustainability (<xref ref-type="bibr" rid="ref5">Carmona, 2021</xref>). As cities strive to reduce car dependency and enhance inclusivity, sustainable transportation emerges not as a support system but as a primary driver of public space success (<xref ref-type="bibr" rid="ref27">Mathew and Bangwal, 2014</xref>). In Khobar, not only are efficient transit access and walkability urban mobility issues, but they directly influence the functioning of the public spaces, their accessibility to people, and their role in the economic and social sustainability (<xref ref-type="bibr" rid="ref18">Itair et al., 2023</xref>; <xref ref-type="bibr" rid="ref40">Singh et al., 2024</xref>). Integrated transport systems organize public transport, active mobility and land-use planning in order to increase accessibility, inclusivity and sustainable urban mobility (<xref ref-type="bibr" rid="ref14">Giannopoulos et al., 2012</xref>). The integrated transport systems have a potential to improve the accessibility of the public spaces and urban mobility which is critical in supporting inclusivity and the reduction of car dependency in the fast growing cities such as Khobar (<xref ref-type="bibr" rid="ref5">Carmona, 2021</xref>).</p>
<p>The United Nations&#x2019; Sustainable Development Goal (SDG) 11, &#x201C;Make Cities Inclusive, Safe, Resilient, and Sustainable,&#x201D; is a broad framework for guiding urban development (<xref ref-type="bibr" rid="ref33">Nkengla-Asi et al., 2024</xref>). According to data from 1,072 cities, the 2023 UN SDGs Report indicates that the provision of open public spaces remains low worldwide, particularly in developing nations (<xref ref-type="bibr" rid="ref18">Itair et al., 2023</xref>). According to the report, over 75 percent of the cities covered in the report devote less than 20 percent of their public space to streets. The number is far lower than the UN target of 45&#x2013;50% of public space to street ratio (<xref ref-type="bibr" rid="ref18">Itair et al., 2023</xref>). Khobar, a city in the Eastern Province of Saudi Arabia, has undergone a rapid urbanization process as it has become a large metropolitan area that once was a small settlement on the coast (<xref ref-type="bibr" rid="ref36">Palmer Peterson and Al Kassim, 2020</xref>). This expansion has been coupled with major problems such as the strain on infrastructure, lack of access to green space, environmental degradation, and emerging social displacement. Consequently, planners and local governments are becoming more aware of the necessity of sustainable design of public spaces that can sustain environmental support, social integration, economic viability, and cultural sustainability (<xref ref-type="bibr" rid="ref36">Palmer Peterson and Al Kassim, 2020</xref>). To overcome these issues, the present study uses the Analytic Hierarchy Process (AHP), a proven multi-criteria decision-making approach to assess and rank important design specifications of sustainable public spaces in Khobar (<xref ref-type="bibr" rid="ref22">Jung and Awad, 2023</xref>). The combination of concepts related to Sustainable Development Goal 11 (SDG 11) and expert-driven assessment allows the study to create a hierarchical decision-support model that is specific to the context of Khobar, its urban, climatic, and institutional environment (<xref ref-type="bibr" rid="ref22">Jung and Awad, 2023</xref>). The hypothesis that leads the study is that the sustainability of the public spaces in Khobar can be best tackled by a systematic, hierarchical evaluation of the physical, economic, administrative, and social aspects of the area with the help of AHP. These dimensions demonstrate the multidimensionality of sustainability of the urban public space planning. Based on this, the study explores the spatial and environmental factors, including cultural preservation, thermal comfort, climate-responsive green infrastructure, and access to transport, which are the key priorities in terms of usability and environmental adaptation. It also takes into account the economic aspects associated with the local development and employment, administrative aspects associated with governance and long-term management, and social considerations associated with safety, inclusiveness, participation and a sense of belonging. In this way, AHP is applied to calculate the relative significance of these criteria and to offer a clear, quantitative foundation of context-sensitive decision-making in sustainable design of the public space (<xref ref-type="bibr" rid="ref22">Jung and Awad, 2023</xref>).</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Literature review</title>
<sec id="sec3">
<label>2.1</label>
<title>Public space as a foundation for sustainable cities</title>
<p>The concept of urban public spaces is becoming more and more conceptualized as a key infrastructural component of urban development, which supports the development of sustainable cities rather than an isolated esthetic or recreational feature (<xref ref-type="bibr" rid="ref50">&#x017D;ivkovi&#x0107; et al., 2019</xref>). The literature of contemporary urban design and planning stresses the fact that the public spaces are integrative spaces in which the environmental performance, social interaction, economic activity, and cultural expression overlap. Their quality, accessibility, and management have a direct impact on urban resilience, population health, and social equity, which makes public space one of the key elements of sustainable urban systems (<xref ref-type="bibr" rid="ref2">Almahdy, 2020</xref>).</p>
<p>Based on sustainability, the public spaces are known to enhance the environmental performance based on climate responsive design, green infrastructure, and resource efficiency, and also serve to contribute to social cohesion and economic vitality (<xref ref-type="bibr" rid="ref5">Carmona, 2021</xref>). Properly designed public spaces promote active movement, support daily social communication and improve place identification, thus strengthening personal well-being and the community life in the city. On the other hand, inadequately designed or disjointed public spaces tend to enhance social exclusion, decrease accessibility and diminish the effectiveness of larger sustainability programs.</p>
<p>The significance of the public space in the urban cities is particularly crucial in the context of the rapid urbanization when the urban growth strains the land, infrastructure and environmental resources even further. The open spaces in such environments must be diverse in terms of user groups and conflicting needs and adaptable to the changing social, economic, and climatic conditions (<xref ref-type="bibr" rid="ref5">Carmona, 2021</xref>; <xref ref-type="bibr" rid="ref37">Qi et al., 2024</xref>). This makes the conventional, form-oriented approaches of the design of the public space more complicated and demands more systematic frameworks that might evaluate different aspects of sustainability simultaneously.</p>
<p>One of the global sustainability agendas that highlight the importance of inclusive, safe, and accessible public spaces as a pillar of sustainable urban development is the United Nations Sustainable Development Goal 11 (<xref ref-type="bibr" rid="ref28">McLeod et al., 2017</xref>). However, these frameworks do not provide much information on how to balance and focus on the various physical, social, economic, and governance-related aspects that characterize the performance of the public space in specific urban environments, even though they establish normative goals (<xref ref-type="bibr" rid="ref28">McLeod et al., 2017</xref>; <xref ref-type="bibr" rid="ref46">Yang et al., 2019</xref>). Subsequently, systematic evaluation methods are becoming more and more demanded by urban planners and decision-makers who need to convert general sustainability principles into context-specific design and planning priorities (<xref ref-type="bibr" rid="ref3">Almujibah, 2021</xref>; <xref ref-type="bibr" rid="ref46">Yang et al., 2019</xref>).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>SDG 11 and the global agenda for public space sustainability</title>
<p>The SDG 11 (Sustainable Development Goal 11) of the United Nations that is bound to transform cities into inclusive, safe, resilient, and sustainable has become a new central point of modern urban planning and policy of the public space. This framework target 11.7 is concerned with the universal access to safe, inclusive, and accessible public and green spaces, particularly among the vulnerable groups such as women, children, older persons, and persons with disabilities (<xref ref-type="bibr" rid="ref26">Mabuza, 2020</xref>). This objective highlights the increasing awareness that the public spaces are critical to attainment of social equity, environmental and urban resilience, and the quality of life (<xref ref-type="bibr" rid="ref8">Cheshmehzangi et al., 2024</xref>). Despite the fact that SDG 11 presents a strong normative agenda, its suggestions are largely theoretical and policy-oriented rather than operational. The framework outlines the objectives that are wanted but offers limited directions on how cities must pay attention to desired sustainability objectives or how general principles can be transformed into local planning and design decisions (<xref ref-type="bibr" rid="ref8">Cheshmehzangi et al., 2024</xref>; <xref ref-type="bibr" rid="ref12">Dolley and Howes, 2024</xref>). As a result, urban officials are often left without the means of proper evaluation that would allow them to decide which of the public space characteristics such as mobility integration, climate responsiveness, capacity to control and economic sustainability, should be given precedence in the context of resource distribution and the implementation of the project (<xref ref-type="bibr" rid="ref12">Dolley and Howes, 2024</xref>; <xref ref-type="bibr" rid="ref21">Jian et al., 2020</xref>). This has especially been a challenge in the fast-growing cities where development pressures, climatic constraints, and institutional conditions make it difficult to affect the global sustainability agendas. Such situations, as seen in those cities as well as the rest of the Gulf region, involve the straightforward implementation of SDG 11 objectives without local contextualization, which result in generalized solutions that do not address local environmental, cultural, and governance conditions. In turn, there is an increasing demand of planning strategies that will still allow being aligned with global sustainability goals while allowing local interpretation and prioritization. To fill this gap, it is necessary to have well-organized decision-support systems with the power to transform the qualitative goals of SDG 11 into quantifiable, context-specific planning standards. Such frameworks can be useful in filling the gap between global policy agendas and the realities of local urban decision making by facilitating the systematic comparison and weighting of dimensions of sustainability. This supports the applicability of multi-criteria evaluation techniques in plan of public space and offers a conceptual base to the methodological approach that is taken in this study.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Planning complexity and the need for structured evaluation</title>
<p>The process of planning sustainable public spaces entails a complicated web of interconnected and often competing goals. The urban decision-makers need to consider environmental performance, efficiency of mobility, social inclusion, economic viability, cultural continuity and institutional capacity at the same time. Such dimensions are hardly compatible with each other; they are trade-offs that need to be explicitly considered and ranked. With the increase in urbanization and diversification in cities, especially in fast urbanizing areas, the constraints of the intuitive and single-criterion methods of planning are becoming more and more evident (<xref ref-type="bibr" rid="ref32">Nasef, 2017</xref>). In practice, the decisions of the public space planning are influenced by a variety of stakeholders who have different priorities, professional outlook, and influence levels. Although the principles of qualitative design and policy guidelines provide valuable direction, they may not have the analysis framework to facilitate clear and consistent decision making. This is particularly pronounced in situations whereby there is a dearth of empirical evidence or when key decisions in planning are pegged on expert-based judgments as is the case in the development of the public space.</p>
<p>The difficulty of the sustainability-oriented planning has resulted in increased interest in organized assessment techniques that can incorporate a variety of criteria into a logical decision model. Through such methods, the planners are in a position to evaluate the relative significance of various dimensions of sustainability systematically, clarify the trade-offs, and minimize ambiguity in the decision-making (<xref ref-type="bibr" rid="ref42">Tavana et al., 2023</xref>). Instead of eliminating professional judgment, systematic methods of evaluation complement it by making assumptions clear and by assisting in rational comparison of alternatives. In this context, decision-support tools are vital in converting the sustainability objectives with wide scopes into implementation planning priorities. These tools can help close the gap between the normative policy objectives and realistic urban interventions by offering a clear and reproducible model of assessment of several criteria. There is a need to develop a structured assessment form on the methodological basis of implementing multi-criteria decision-making techniques in the planning of the public space, which is further discussed in the following sections.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>AHP applications in urban sustainability and public space planning</title>
<p>Analytic Hierarchy Process (AHP) has been extensively used as a multi-criteria decision-making tool in the research on urban sustainability and planning. Its flexibility to organize the complex decision problems in hierarchical form and the synthesis of qualitative expert judgments has rendered it especially appealing in assessing problems, which entail numerous and often competing criteria. Some of the applications of AHP in urban planning have been in land-use suitability analysis, prioritizing infrastructure investment, heritage conservation, urban regeneration and environmental management (<xref ref-type="bibr" rid="ref16">Guarini et al., 2017</xref>). APH has often been used in research aimed at urban sustainability to combine the environmental, social and economic aspects into composite assessment models. These applications prove the efficiency of the method in explaining priority factors and aiding the transparent decision-making process. In the field of planning of the public space, AHP has found its application to evaluate the quality of the space, safety, accessibility, and environmental performance, frequently based on expert-based evaluations to inform the design and policy intervention (<xref ref-type="bibr" rid="ref6">Casta&#x00F1;on et al., 2025</xref>; <xref ref-type="bibr" rid="ref49">Zhalehdoost and Taleai, 2025</xref>). Regardless of these contributions, the current applications of AHP have a number of limitations in the view of the integrated public space sustainability. Most research takes a sectoral approach and focuses on the specific elements, including land use, transport infrastructure, or heritage assets, instead of considering the multifunctional nature of the public spaces in terms of physical design, mobility systems, governance structures, and socio-economic processes. Moreover, transport connectivity is in most instances considered as a supporting or secondary determinant rather than as a core determinant of public space performance (<xref ref-type="bibr" rid="ref1">Abdul et al., 2024</xref>; <xref ref-type="bibr" rid="ref48">Yung et al., 2015</xref>).</p>
<p>Geographically, the AHP-based studies of urban sustainability have been done mostly in European and East Asian settings where climatic conditions, planning cultures and governance structures are very different to the Gulf cities (<xref ref-type="bibr" rid="ref17">G&#x00FC;ler, 2025</xref>; <xref ref-type="bibr" rid="ref34">&#x00D6;zekenci, 2025</xref>). Little emphasis has been placed on the implementation of AHP in hot-arid, high-rate urban settings where thermal comfort, automobile dependency, and institutional coordination are decisive factors in the definition of the usability of the public spaces. This geographic gap restricts the applicability of the available structures to other cities like Al Khobar. The current research addresses these limitations by using AHP to consider the sustainability of the public space in the form of an integrated framework based on the peculiarities of a Gulf city. The study takes physical, economic, administrative, and social dimensions into one hierarchical model and specifically predicts the connectivity of transport and active mobility as major physical measures, extending past sectoral AHP applications. By so doing, it also leads to the methodological development of AHP in the context of planning the public space, and it also offers a context-sensitive method of decision support applicable in fast urbanizing cities that could be found in the same climate and institutional context.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Toward a localized sustainability evaluation framework for Khobar</title>
<p>Building on the conceptual robustness of the SDG and AHP, this study develops a Khobar-local public space planning sustainability assessment model with four dimensions: physical, social, economic, and administrative, incorporating sub-criteria drawn from worldwide literature and local urban experience. Through the application of AHP for this well-organized hierarchy, this study will determine the priorities to be tackled in the creation and regeneration of public spaces in Khobar. This would help urban decision-makers utilize their resources more effectively, respond to the needs of different user groups, and harmonize their projects in line with international sustainability agendas and regional development strategies.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Conceptual framework</title>
<p>The urban public spaces can be viewed as systems of a complex nature, which is determined by the interplay of physical form and mobility networks, governance structures, economic activity and social dynamics (<xref ref-type="bibr" rid="ref5">Carmona, 2021</xref>). When cities are growing fast, especially in climatic stress-prone cities and cities with complex institutions, sustainability of the public space cannot be evaluated by means of single-dimensional and design-focused methods. Rather, it needs a unified structure with the ability to represent several sustainability aspects and explain their overall effect on the performance of the public space (<xref ref-type="bibr" rid="ref23">Karwa and Chauhan, 2025</xref>).</p>
<p>The conceptual framework is based on the perception of sustainability as a multidimensional construct (environmental, social, economic, and institutional) in accordance with the global frameworks, including the Sustainable Development Goal 11 (SDG 11) formulated by the United Nations (<xref ref-type="bibr" rid="ref43">Vaidya and Chatterji, 2019</xref>; <xref ref-type="bibr" rid="ref44">Van der Waldt, 2024</xref>). Although SDG 11 sets normative goals of inclusive, safe, resilient, and accessible public space, it lacks the manner in which the normative goals need to be prioritized and operationalized in particular urban conditions (<xref ref-type="bibr" rid="ref30">Monaco, 2024</xref>). Such a constraint requires a systematic conceptual framework that transforms general sustainability principles into assessable aspects that can be used to make decisions at the local level. The framework categorizes the sustainability in the public space into four dimensions, which are interrelated, namely, physical, economic, administrative, and social. The physical aspect includes spatial organization, environmental performance, climate responsiveness, and, most importantly, connectivity with the public transport and active mobility systems. This dimension indicates the underpinning of urban form and urban infrastructure in the development of accessibility, usability, and environmental resilience. The economic aspect deals with the ability of the public spaces to sustain the local economic activity, job opportunities, diversity of services and long-term value generation. The administrative aspect represents the governance-specific issues, such as policy design, institutional alignment, investment, and long-term management ability. Lastly, the social aspect is concerned with inclusiveness, safety, comfort, sociality and cultural identity where social spaces are considered places of daily social life.</p>
<p>These dimensions are not perceived as independent or hierarchical in a causal sense, the dimensions are rather analytically different but mutually dependent aspects of sustainable planning of the public space. The framework is formulated as a decision-support structure, which allows systematizing a comparative method and prioritization of sustainability standards instead of creating a determinate relationship between variables. This distinction is essential since the study has no aim to predict the behavioral outcomes but assist in making informed planning decisions in the conditions of complexity and uncertainty.</p>
<p>In order to operationalize this conceptual framework, the study use the Analytic Hierarchy Process (AHP) as a multi-criterion decision-making tool. AHP can be especially well fitted into this framework since it enables complex planning issues to be broken down into hierarchical parts and enables the incorporation of expert judgment in all the different dimensions of sustainability. The framework allows the evaluation of relative importance to be done in a transparent way by organizing the four dimensions and the corresponding criteria in a hierarchical model and explicitly recognizes trade-offs among conflicting objectives. In the current research, expert knowledge plays a central role in contextualization of the conceptual framework to the particular circumstances of Al Khobar. The input of experts is employed to narrow down criteria, evaluate relative priorities, and make sure that it fits the local climatic, cultural, and institutional realities. The resulting framework is therefore an intermediary between global sustainability agendas and localized planning practice, which is a structured framework on which AHP is applied to examine sustainable public space design in a rapidly developing Gulf city (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Conceptual framework.</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart graphic of the Sustainable Public Space Evaluation Framework, showing four interrelated dimensions: Physical, Economic, Administrative, and Social. Each dimension lists criteria, supporting analytic hierarchy process decision-making for prioritizing sustainability in Khobar public space design.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="methods" id="sec9">
<label>3</label>
<title>Methodology</title>
<sec id="sec10">
<label>3.1</label>
<title>Study area and contextual relevance</title>
<p>This research employs a systematic and organized methodological framework to determine, evaluate and rank sustainability requirements of designing the public spaces in Khobar, Saudi Arabia. Khobar is a city with the strongest development in the Eastern Province and with unique urban features due to the accelerated population growth, the lack of green infrastructure, and the growing need in inclusive and robust common space (<xref ref-type="bibr" rid="ref38">Qwaider et al., 2025</xref>) (<xref ref-type="fig" rid="fig2">Figure 2</xref>). All these circumstances render Khobar a relevant case to discuss the implementation of sustainability-oriented planning schemes. The analysis clearly considers the local contextual variables, such as climatic conditions like excessive heat, transport infrastructure, and mobility patterns, socio-cultural values (e.g., gender-sensitive and family-oriented public space), and economic development goals associated with tourism and community-based enterprises. With the introduction of these local considerations and international principles of sustainability, the methodology makes the proposed framework globally informed and locally responsive.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Map demonstrating Khobar.</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Map of Saudi Arabia highlighting Al-Khobar in red text, with surrounding countries such as Jordan, Iraq, Kuwait, Bahrain, Qatar, United Arab Emirates, Oman, and Yemen labeled, along with major Saudi cities and bodies of water including the Red Sea and Arabian Gulf.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec11">
<label>3.2</label>
<title>Research design</title>
<p>This study uses a mixed-methods, decision-support research design to assess and rank sustainability criteria of designing the public space in Al Khobar, Saudi Arabia. The methodology combines qualitative expertise with quantitative multi-criteria analysis in order to tackle the complexity of sustainable urban planning. The study is explicitly presented as a decision-support exercise, instead of trying to make causal predictions or make decisions using behavioral models, to organize expert knowledge, clarifying trade-offs, and making transparent planning decisions. Given the multidimensional nature of the sustainability of the public space (physical, economic, administrative, and social), the Analytic Hierarchy Process (AHP) was chosen as the main methodological instrument. AHP is especially appropriate in situations where planning decisions are based on competing criteria, limited empirical data, and depend on professional judgment, as it is a common case in the context of planning the public space.</p>
</sec>
<sec id="sec12">
<label>3.3</label>
<title>Conceptual structuring of the decision hierarchy</title>
<p>The conceptual framework was used to develop a hierarchical decision structure, which formed the methodological process. The general objective of the hierarchy was formulated as prioritization of sustainability requirements of the design of the public space in Al Khobar. The goal was further broken down into four key criteria, namely, physical, economic, administrative, and social, which represent the multidimensional concept of sustainability as explained in the literature and aligned with SDG 11 principles. All main criteria were operationalized with the help of a group of sub-criteria determined during the extensive review of the literature and optimized with the help of the experts. This measure made certain that the hierarchy reflected both global sustainability frameworks and local urban conditions, including climatic limitations, movement patterns, governmental frameworks, and socio-cultural considerations of Al Khobar. This hierarchy gave the analytical basis of the AHP application.</p>
</sec>
<sec id="sec13">
<label>3.4</label>
<title>Expert selection and sampling strategy</title>
<p>The expert judgment is a key component of AHP-based studies (<xref ref-type="bibr" rid="ref13">Frish et al., 2025</xref>; <xref ref-type="bibr" rid="ref15">Gro&#x0161;elj et al., 2024</xref>); hence, the expert selection was critically considered. The purposive sampling criterion was the selection of the participants according to professional relevance, expertise, and experience in the sphere directly connected with urban planning and development of the public space. The panel of experts included urban planners, architects, transport and sustainability experts, and academic researchers. Experts needed to possess at least 5&#x202F;years of professional or academic experience in urban planning, sustainability, transport planning, or public space design in order to make informed and reliable judgments. This level is consistent with the conventional practice in the AHP literature, which emphasizes expertise rather than sample size when expert-based judgment is used. The number of participants who filled the AHP survey is 32, which is appropriate considering the same AHP usage in urban sustainability studies. Although no statistical representativeness is stated in the study, the diversity of professional backgrounds in the study was carefully chosen so as to include a variety of different views of planning and minimize the predominance of one disciplinary perspective. However, the use of expert judgment inevitably leads to subjectivity, which is also admitted as a methodological weakness.</p>
</sec>
<sec id="sec14">
<label>3.5</label>
<title>Data collection process</title>
<p>Data collection was conducted in two phases. The sustainability criteria found in the literature were reviewed (<xref ref-type="bibr" rid="ref10">Diaz-Balteiro et al., 2020</xref>; <xref ref-type="bibr" rid="ref24">Kraus and Proff, 2021</xref>), validated, and refined in the first stage through semi-structured expert consultations. Professionals were requested to evaluate the relevance, clarity, and contextual aptness of the suggested criteria for planning the public space in Al Khobar. The results of this step were used to shape the ultimate form of the AHP hierarchy and make sure that it was based on the realities of local planning and not on just theory. The AHP questionnaire was created in the second stage, which was based on the finalized hierarchy. The pairwise comparisons of criteria and sub-criteria were performed by asking the experts to complete a nine-point scale created by Saaty, which implied the relative importance of one element compared to another (<xref ref-type="bibr" rid="ref7">Cheng and Siow, 2022</xref>). The questionnaire was administered electronically, allowing participants ample time to make the comparisons independently and thoughtfully.</p>
<sec id="sec15">
<label>3.5.1</label>
<title>Application of the Analytic Hierarchy Process</title>
<p>The AHP analysis followed standard methodological steps. Each level of the hierarchy was then compared with the other on a pairwise basis, and priority weights were computed with the help of eigenvectors (<xref ref-type="bibr" rid="ref42">Tavana et al., 2023</xref>). Consistency Ratios (CR) to evaluate the internal consistency of expert judgments were computed on all comparison matrices. A CR value of 0.10 or less was taken to be acceptable, as per the set guidelines of AHP. The weights obtained are the relative perceived weight of the sustainability criteria as judged by the panel of experts. These weights are not reflective of causal relationships or empirical performance but are rather a consensus of the experts as to the priorities of planning in the particular conditions of Al Khobar (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Analytical Hierarchy Process (AHP) steps for developing the sustainable public space design framework in Khobar.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Step</th>
<th align="left" valign="top">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Structuring the hierarchy</td>
<td align="left" valign="top">The goal (sustainable public space design in Khobar) was placed at the top of the hierarchy, followed by four main criteria and associated sub-criteria.</td>
</tr>
<tr>
<td align="left" valign="top">Consistency check</td>
<td align="left" valign="top">A Consistency Ratio (CR) was calculated to ensure the reliability of judgments. A CR&#x202F;&#x2264;&#x202F;0.10 was considered acceptable.</td>
</tr>
<tr>
<td align="left" valign="top">Priority weighting</td>
<td align="left" valign="top">The relative weights of all criteria and sub-criteria were computed using AHP matrices, which determined which sustainability factors should be prioritized in Khobar.</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec16">
<label>3.6</label>
<title>Treatment of subjectivity, bias, and uncertainty</title>
<p>The study takes a direct recognition of the fact that expert judgment, criterion selection, and hierarchical structuring all affect the results of AHP. Although consistency checks assist in making sure that things are logically consistent, it does not remove subjectivity or epistemological doubt. Instead of considering this a weakness, the study considers subjectivity as a natural and open aspect of decision-support modeling in complicated planning situations. To mitigate potential bias, the study incorporated experts with varied professional experiences and depended on structured pairwise comparison as opposed to unstructured elicitation of opinions. Nevertheless, there was no sensitivity analysis done to test the strength of the findings in different weighting conditions. This is acknowledged to be a methodological limitation and constitutes a significant research opportunity in future studies.</p>
</sec>
<sec id="sec17">
<label>3.7</label>
<title>Ethical considerations</title>
<p>Participation in the study was voluntary, and the experts were notified of the objectives and the intended use of their contribution in the study. No personal or identifying data was gathered and answers were anonymized in the analysis. The study followed the ethical research procedures of expert-based consultation and academic analysis.</p>
</sec>
<sec id="sec18">
<label>3.8</label>
<title>Methodological scope and limitations</title>
<p>The research methodology is designed to support context sensitive decision making rather than producing generalizable findings across the board. Results are localized to the urban, climatic, and institutional setting of Al Khobar and need to be interpreted accordingly. Although AHP offers a structured and transparent prioritization, its findings can only be perceived as decision-supportive inputs rather than definitive prescriptions for public space design.</p>
</sec>
</sec>
<sec sec-type="results" id="sec19">
<label>4</label>
<title>Results</title>
<p>The section presents the quantitative findings of the Analytic Hierarchy Process (AHP) analysis performed to identify the sustainability requirements of Al Khobar, Saudi Arabia, regarding the design of the public space. Findings are presented in line with the hierarchical order of the AHP model. Local weights represent the relative importance of sub-criteria within each sustainability dimension and are normalized to sum to 1. Global weights were determined by multiplying local weight of each sub-criterion with the weight of the main sustainability dimension that the sub-criterion represented. The overall ranking of sustainability sub-criteria was obtained using global weights.</p>
<sec id="sec20">
<label>4.1</label>
<title>Expert selection and participation criteria</title>
<p>The Analytic Hierarchy Process (AHP) survey involved 50 experts, 32 of whom responded to the pairwise-comparison questionnaire. The expert respondents were from five professional areas that were pertinent to planning and sustainability of the public space. <xref ref-type="table" rid="tab2">Table 2</xref> provides an overview of the number of invited and responding experts by category of professional. The highest percentage of respondents was represented by urban planners (28.1%), then architects (25.0%), sustainability officers (18.8%), transport experts (15.6%), and academic researchers (12.5%).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Distribution of survey participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Expert category</th>
<th align="center" valign="top">Invited</th>
<th align="center" valign="top">Responded</th>
<th align="center" valign="top">Percentage (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Urban planners</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">28.1</td>
</tr>
<tr>
<td align="left" valign="top">Architects</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">25.0</td>
</tr>
<tr>
<td align="left" valign="top">Transport experts</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">15.6</td>
</tr>
<tr>
<td align="left" valign="top">Sustainability officers</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">18.8</td>
</tr>
<tr>
<td align="left" valign="top">Academic researchers</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">12.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec21">
<label>4.2</label>
<title>Priority weights of main sustainability dimensions</title>
<p>The first level of the Analytic Hierarchy Process (AHP) considered the relative priority of the four key dimensions of sustainability, namely: Physical, Economic, Administrative, and Social. The relative priority weights of the main sustainability dimensions are reported in <xref ref-type="table" rid="tab3">Table 3</xref>. The findings show that the Physical dimension had the highest priority weight of 43.1% then the Economic dimension (22.0%), the administrative dimension (18.5), and the social dimension (16.4). All consistency ratios were less than the acceptable level of 0.10, which shows that there were sound expert judgments on the main-criteria level.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Priority weights of main sustainability dimensions.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Sustainability dimension</th>
<th align="center" valign="top">Weight (%)</th>
<th align="center" valign="top">Consistency ratio (CR)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Physical</td>
<td align="center" valign="top">43.1</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">Economic</td>
<td align="center" valign="top">22.0</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">Administrative</td>
<td align="center" valign="top">18.5</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">Social</td>
<td align="center" valign="top">16.4</td>
<td align="center" valign="top">0.07</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec22">
<label>4.3</label>
<title>Physical dimension</title>
<p>The first level of the AHP hierarchy had the highest overall priority weight (43.1%) on the Physical dimension. This dimension was evaluated on nine sub-criteria. <xref ref-type="table" rid="tab4">Table 4</xref> shows the normalized local weights of the physical sub-criteria in the physical dimension, the global weights of them, and their consistency ratios. <xref ref-type="fig" rid="fig3">Figure 3</xref> shows the allocation of local weights of the physical sub-criteria. The findings show that the most local priority was given to the preservation of the cultural and historical assets (14.4%), then connectivity with transport and active mobility (12.6%), and climate-appropriate green infrastructure (12.1%). Other sub-criteria that are highly ranked in terms of physical are efficient use of energy and water resources (11.7%) and climate responsive comfort design (11.3%). The local priorities were moderate in the provision of multifunctional public activities (11.0%), clear spatial organization (10.0%), and compliance with the rules of planning and safety (9.1%), and adaptive design flexibility (7.8%).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Priority weights of physical dimension sub-criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Code</th>
<th align="left" valign="top">Sub-criterion</th>
<th align="center" valign="top">Local weight (within physical dimension, %)</th>
<th align="center" valign="top">Global weight (%)</th>
<th align="center" valign="top">CR</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">P1.1</td>
<td align="left" valign="top">Preservation of cultural and historical assets</td>
<td align="center" valign="top">14.4</td>
<td align="center" valign="top">6.21</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">P1.6</td>
<td align="left" valign="top">Connectivity with transport and active mobility</td>
<td align="center" valign="top">12.6</td>
<td align="center" valign="top">5.43</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">P1.2</td>
<td align="left" valign="top">Climate-appropriate green infrastructure</td>
<td align="center" valign="top">12.1</td>
<td align="center" valign="top">5.22</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">P1.3</td>
<td align="left" valign="top">Efficient use of energy and water resources</td>
<td align="center" valign="top">11.7</td>
<td align="center" valign="top">5.04</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">P1.4</td>
<td align="left" valign="top">Climate-responsive comfort design</td>
<td align="center" valign="top">11.3</td>
<td align="center" valign="top">4.87</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">P1.5</td>
<td align="left" valign="top">Provision for multifunctional public activities</td>
<td align="center" valign="top">11.0</td>
<td align="center" valign="top">4.74</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">P1.7</td>
<td align="left" valign="top">Clear spatial organization</td>
<td align="center" valign="top">10.0</td>
<td align="center" valign="top">4.31</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">P1.8</td>
<td align="left" valign="top">Compliance with planning and safety regulations</td>
<td align="center" valign="top">9.1</td>
<td align="center" valign="top">3.92</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">P1.9</td>
<td align="left" valign="top">Adaptive design flexibility</td>
<td align="center" valign="top">7.8</td>
<td align="center" valign="top">3.36</td>
<td align="center" valign="top">0.06</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Normalized local weights of physical dimension sub-criteria.</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Horizontal bar chart showing eight criteria for local design with their corresponding weights. Preservation of cultural and historical assets ranks highest at nearly fifteen percent, followed by connectivity with transport, climate-appropriate green infrastructure, and efficient resource use. Adaptive design flexibility has the lowest weight just above eight percent.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec23">
<label>4.4</label>
<title>Economic dimension</title>
<p>Economic dimension was the second at the first level of the AHP hierarchy with a weight of 22.0%. This dimension had three sub-criteria. <xref ref-type="table" rid="tab5">Table 5</xref> shows the normalized local weights of the economic sub-criteria in the economic dimension, their global weights and the ratios of consistency. <xref ref-type="fig" rid="fig4">Figure 4</xref> shows the distribution of the local weights of the economic sub-criteria. The findings show that the support of the local economy and employment received the highest local priority (46.4%), then there was tourism attraction (34.1%), and service diversity (19.5%). Supporting the local economy and employment was also the highest when it comes to global weights (10.2%), then tourism attraction (7.5%), and diversity in services (4.3%). All consistency ratio of the economic sub-criteria was lower than the acceptable level of 0.10, which was a sign of reliable expert judgments.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Priority weights of economic dimension sub-criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Code</th>
<th align="left" valign="top">Sub-criterion</th>
<th align="center" valign="top">Local weight (within economic dimension, %)</th>
<th align="center" valign="top">Global weight (%)</th>
<th align="center" valign="top">CR</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">E1.1</td>
<td align="left" valign="top">Support for local economy and employment</td>
<td align="center" valign="top">46.4</td>
<td align="center" valign="top">10.2</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">E1.2</td>
<td align="left" valign="top">Tourism attraction</td>
<td align="center" valign="top">34.1</td>
<td align="center" valign="top">7.5</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">E1.3</td>
<td align="left" valign="top">Service diversity</td>
<td align="center" valign="top">19.5</td>
<td align="center" valign="top">4.3</td>
<td align="center" valign="top">0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Normalized local weights of economic dimension sub-criteria.</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Horizontal bar chart comparing three factors: support for local economy and employment has the highest local weight at approximately 47 percent, tourism attraction around 35 percent, and service diversity about 21 percent.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec24">
<label>4.5</label>
<title>Administrative dimension</title>
<p>The Administrative dimension had a total weight of 18.5% in the first level of the AHP hierarchy. This dimension was assessed on three sub-criteria. <xref ref-type="table" rid="tab6">Table 6</xref> shows the normalized local weights of the administrative sub-criteria to the administrative dimension, their corresponding global weights and consistency ratios. The distribution of the local weights on the administrative sub-criteria is shown in <xref ref-type="fig" rid="fig5">Figure 5</xref>. The findings reveal that the local priority was the greatest towards the protection of public space (42.7%), then came investment and incentive mechanisms (31.4%), and finally the stakeholder coordination (25.9%). Public space protection policies occupied the first place in terms of global weights (7.9%), then investment and incentive mechanisms (5.8%) and stakeholder coordination (4.8%). The consistency ratios were all below the acceptable level of 0.10, which means reliable expert judgments.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Priority weights of administrative dimension sub-criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Code</th>
<th align="left" valign="top">Sub-criterion</th>
<th align="center" valign="top">Local weight (within administrative dimension, %)</th>
<th align="center" valign="top">Global weight (%)</th>
<th align="center" valign="top">CR</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">A1.1</td>
<td align="left" valign="top">Public space protection policies</td>
<td align="center" valign="top">42.7</td>
<td align="center" valign="top">7.9</td>
<td align="center" valign="top">0.08</td>
</tr>
<tr>
<td align="left" valign="top">A1.2</td>
<td align="left" valign="top">Investment and incentive mechanisms</td>
<td align="center" valign="top">31.4</td>
<td align="center" valign="top">5.8</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">A1.3</td>
<td align="left" valign="top">Stakeholder coordination</td>
<td align="center" valign="top">25.9</td>
<td align="center" valign="top">4.8</td>
<td align="center" valign="top">0.06</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Normalized local weights of administrative dimension sub-criteria.</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Horizontal bar chart showing local weight percentages for three categories: Stakeholder coordination at approximately 28 percent, Investment and incentive mechanisms at about 33 percent, and Public space protection policies at 43 percent.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec25">
<label>4.6</label>
<title>Social dimension</title>
<p>At the lowest level of the AHP hierarchy, the social dimension was given a total priority of 16.4%. This dimension was evaluated in six sub-criteria. <xref ref-type="table" rid="tab7">Table 7</xref> shows the normalized local weight of the social sub-criteria in the social dimension, the global weight of the sub-criteria, and the consistency ratio. <xref ref-type="fig" rid="fig6">Figure 6</xref> shows how the weights of the local weights were distributed in the social sub-criteria. According to the results, the safety of all user groups received the highest local priority (39.0%), social interaction and engagement (26.2%), and comfort and psychological well-being (15.2%). Among the global weights, the safety of all user groups (6.4%), social interaction and engagement (4.3%), and comfort and psychological well-being (2.5%) were the top ones. All consistency ratios were less than the acceptable level of 0.10 which shows reliable expert judgments.</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Priority weights of social dimension sub-criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Code</th>
<th align="left" valign="top">Sub-criterion</th>
<th align="center" valign="top">Local weight (within social dimension, %)</th>
<th align="center" valign="top">Global weight (%)</th>
<th align="center" valign="top">CR</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">S1.1</td>
<td align="left" valign="top">Safety for all user groups</td>
<td align="center" valign="top">39.0</td>
<td align="center" valign="top">6.4</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">S1.2</td>
<td align="left" valign="top">Social interaction and engagement</td>
<td align="center" valign="top">26.2</td>
<td align="center" valign="top">4.3</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">S1.3</td>
<td align="left" valign="top">Comfort and psychological well-being</td>
<td align="center" valign="top">15.2</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top">S1.4</td>
<td align="left" valign="top">Visual cues and ease of orientation</td>
<td align="center" valign="top">9.1</td>
<td align="center" valign="top">1.5</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">S1.5</td>
<td align="left" valign="top">Sense of belonging and inclusivity</td>
<td align="center" valign="top">6.1</td>
<td align="center" valign="top">1.0</td>
<td align="center" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">S1.6</td>
<td align="left" valign="top">Reflection of local identity</td>
<td align="center" valign="top">4.3</td>
<td align="center" valign="top">0.7</td>
<td align="center" valign="top">0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Normalized local weights of social dimension sub-criteria.</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Horizontal bar chart displaying the local weight percentages of six design factors. Safety for all user groups is highest near 40 percent, followed by social interaction and engagement at roughly 27 percent, comfort and psychological well-being at about 18 percent, visual cues and ease of orientation around 10 percent, sense of belonging and inclusivity at about 7 percent, and reflection of local identity at approximately 4 percent.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec26">
<label>4.7</label>
<title>Consistency ratio</title>
<p>To determine the reliability of expert judgments at all levels of the Analytic Hierarchy Process (AHP) hierarchy, consistency ratios (CRs) were computed at each pairwise comparison matrix. <xref ref-type="table" rid="tab8">Table 8</xref> provides an overview of the CR values for the key criteria and sub-criteria in each sustainability dimension. The reported consistency ratios were lower than the recommended value of 0.10, indicating acceptable consistency of expert judgment across all dimensions.</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>Consistency ratio (CR).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Comparison level</th>
<th align="center" valign="top">Consistency ratio (CR)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Main criteria</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">Physical sub-criteria</td>
<td align="center" valign="top">0.05&#x2013;0.08</td>
</tr>
<tr>
<td align="left" valign="top">Economic sub-criteria</td>
<td align="center" valign="top">0.05&#x2013;0.07</td>
</tr>
<tr>
<td align="left" valign="top">Administrative sub-criteria</td>
<td align="center" valign="top">0.06&#x2013;0.08</td>
</tr>
<tr>
<td align="left" valign="top">Social sub-criteria</td>
<td align="center" valign="top">0.05&#x2013;0.07</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec27">
<label>4.8</label>
<title>Overall ranking of sustainability sub-criteria</title>
<p>All sub-criteria were prioritized to allow a cross-dimensional comparison of sustainability priorities, with all the sub-criteria prioritized by their global weights, which were computed as a product of normalized local weights and the corresponding main sustainability dimension weights. <xref ref-type="fig" rid="fig7">Figure 7</xref> shows the top 10 sustainability sub-criteria that have the highest global weight. The findings show that support of the local economy and employment was the top overall (10.2%), then came the public space protection policies (7.9%), and finally the tourism attraction (7.5%). Social and physical criteria were also among the leading in the top rankings, such as safety of all user groups (6.4%), protection of cultural and historical resources (6.21%). The other high-ranking sub-criteria were mostly connected with transport connectivity, climate-sensitive design, and environmental resource efficiency.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Overall ranking of sustainability sub-criteria (global weights).</p>
</caption>
<graphic xlink:href="frsc-08-1772638-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Horizontal bar chart showing global weights, in percent, of factors supporting local economy and employment, public space protection, tourism, safety, cultural asset preservation, investment, connectivity, green infrastructure, resource use, and climate comfort, with support for local economy and employment rated highest at about ten percent.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec28">
<label>5</label>
<title>Discussion</title>
<p>The results of the Analytic Hierarchy Process (AHP) analysis reflect expert-assessed priorities for sustainable public space design within the specific urban context of Al Khobar. Consistent with the decision-support nature of the methodology, the findings represent relative importance rankings rather than empirical measures of performance. When interpreted in relation to previous studies on public space sustainability and AHP-based urban evaluation, the results reveal both similarity with existing trends and context-specific differences (<xref ref-type="bibr" rid="ref25">Kumareswaran and Jayasinghe, 2023</xref>; <xref ref-type="bibr" rid="ref39">Shao et al., 2021</xref>).</p>
<p>The fact that the physical sustainability dimension prevails is also in line with the results of previous AHP-based research, which often find that spatial quality, environmental performance, and infrastructure-related aspects are the most common criteria in sustainability evaluation. Research conducted in climatically sensitive or rapidly developing urban contexts similarly emphasizes the importance of thermal comfort, accessibility, and functional connectivity (<xref ref-type="bibr" rid="ref20">Jamjoom, 2022</xref>; <xref ref-type="bibr" rid="ref27">Mathew and Bangwal, 2025</xref>). In Al Khobar, extreme climatic conditions, automobile-oriented development patterns, and ongoing urban expansion likely intensify expert attention to climate-responsive design, transport integration, and spatial organization.</p>
<p>The emphasis placed on the conservation of cultural and historical sites within the physical dimension is a point of difference with many studies that have been carried out in European or East Asian contexts, where green infrastructure or walkability tends to become the most significant factor (<xref ref-type="bibr" rid="ref31">Montalto et al., 2023</xref>). The current results indicate that cultural heritage and identity in the Gulf cities have become a part of sustainable public space, which is a result of changing regional planning agendas that aim at balancing modernization with place-based identity. The high weight of transport connectivity and active mobility is in line with the earlier studies that emphasized the importance of integrated mobility systems in increasing accessibility and promoting more inclusive public spaces (<xref ref-type="bibr" rid="ref9">Dastoor, 2023</xref>).</p>
<p>The economic and administrative aspects were given moderate priority weights, which is similar to the previous AHP uses that theorize governance and economic aspects as facilitatory conditions to the sustainability of the public space, as opposed to being the primary determinants. Previous research also documents that although mechanisms of investments, institutional coordination and economic vitality are needed to implement and sustain it on a long-term basis, they are given secondary weight when compared to physical design factors during expert-based assessments (<xref ref-type="bibr" rid="ref11">Dmytr&#x00F3;w and Gnat, 2019</xref>). The economic aspects of the research (priority of the local employment support and the attraction of tourists) echoes the results of urban regeneration literature that places the public spaces as catalysts for the economic activity.</p>
<p>The fact that the social sustainability criteria are relatively less weighted deserves close interpretation. Although the social attributes such as safety, inclusiveness and interaction with users are generally considered the key elements of successful public space, their lower prioritization has been noted in various expert-based AHP studies (<xref ref-type="bibr" rid="ref29">Mela et al., 2025</xref>; <xref ref-type="bibr" rid="ref47">Yaralioglu and Kara, 2024</xref>). This trend can be indicative of methodological characteristics of structured decision models that are biased towards criteria which are easier to articulate and compare by the professionals. Social and experiential attributes are more challenging to measure, and thus may be under-represented in the pairwise comparison procedures, especially when the panels of experts are dominated by planning and design professionals, and not by end users. Moreover, the comparatively lower priority of the social sustainability criteria can also be partly explained by the composition of the expert panel that was mainly comprised of planning and design professionals. In addition, the hierarchical organization of the AHP framework may affect the representation of socially oriented and experience-based criteria in multi-level decision models. These aspects highlight the significance of professional diversity and hierarchy development in the interpretation of AHP-based sustainability assessments. Methodologically, the findings support the usefulness of AHP as a clear method of organizing complex sustainability factors and explaining trade-offs between conflicting planning goals. Simultaneously, the comparison with the past research points to the situational specificity of AHP results (<xref ref-type="bibr" rid="ref19">Jafari Khaledi et al., 2025</xref>; <xref ref-type="bibr" rid="ref35">Palka et al., 2021</xref>; <xref ref-type="bibr" rid="ref41">Singh and Kumar, 2024</xref>). Variations in geographic setting, planning culture, and expert composition can significantly influence weighting patterns, underscoring the importance of interpreting results as locally specific rather than universally generalizable. The absence of sensitivity analysis further limits assessment of result robustness, indicating that alternative weighting scenarios may yield different priority structures.</p>
</sec>
<sec sec-type="conclusions" id="sec29">
<label>6</label>
<title>Conclusion</title>
<p>This study developed a structured decision-support model to rank sustainability criteria of designing a public space in Al Khobar, Saudi Arabia, based on Sustainable Development Goal 11 (SDG 11) and the Analytic Hierarchy Process (AHP). The framework addresses the necessity of systematic and context-specific planning instruments in fast urbanizing cities of the Gulf with climatic limitations and changing governance conditions. The findings show that the physical sustainability factors, especially the preservation of cultural and historical assets, transport connectivity, and climate-responsive design, were given the first priority according to the expert judgment, followed by economical and administrative aspects. The criteria of social sustainability, though with a rather low weight, are still critical elements of inclusive and safe public space design.</p>
<p>These results represent relative priorities in a decision hierarchy and not objective measures of performance. The study methodologically validates the appropriateness of AHP as a transparent and replicable decision-support tool to plan complex sustainability issues and make informed planning choices. Limitations include reliance on the judgment of experts, no sensitivity analysis, and it is limited to a case-study of one city. Future studies can improve the framework with robustness testing, the use of user-based data, and the application of the framework in other urban settings.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec30">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, on request and without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec31">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethics Committee of Committee of Imam Abdulrahman Bin Faisal University in Saudi Arabia on 14 September 2025&#x2014;(IRB Number: IRB-2025-06-0552). The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec32">
<title>Author contributions</title>
<p>KA: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec33">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec99">
<title>Correction note</title>
<p>This article has been corrected with minor changes. These changes do not impact the scientific content of the article.</p>
</sec>
<sec sec-type="ai-statement" id="sec34">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec35">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2133294/overview">Nishant Raj Kapoor</ext-link>, Academy of Scientific and Innovative Research (AcSIR), India</p></fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2524645/overview">Mohamed Salah Ezz</ext-link>, Acharya N G Ranga Agricultural University, India</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3092882/overview">Naji Akbar</ext-link>, Ajman University, United Arab Emirates</p></fn>
</fn-group>
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