Identifying Context-Specific Categories for Visualizing Livability of Cities — a Case Study of Malmö

Livability is a concept being applied to cities, even though it is vague. Worldwide, there are several livable city ranking schemes in use, which compare the livability of cities by making use of standardized indicator sets. The research presented here recognizes, as a point of departure, that each city is unique, implying that comparisons of cities by standardized categories only does not adequately reflect the reality of each city. A qualitative approach to identify context-specific categories of livability is proposed and employed to the case of Malmö in Sweden. Through interviews, nine context-specific categories were identified and visualized. The findings of the study demonstrate that a qualitative approach enables a more in-depth description of livability categories because it can capture and illustrate relationships among the categories. An explicit awareness of such relationships may provide a more holistic perspective to city officials and planners as they aim to improve the livability of their cities. The study concludes that a qualitative approach in identifying context-specific categories can complement existing assessment schemes and allow a better grasp of livability challenges to cities.


Introduction
Cities are widely considered as pivotal actors for sustainable development efforts.Goal 11 of the United Nations' Sustainable Development Goals (SDGs) aims at ensuring inclusive, safe, resilient, and sustainable development of urban settlements [1], and urbanization can be seen as a positive driver for socio-economic development in cities.Some of the benefits it might (but does not necessarily) bring include (i) the fostering of human resource development, (ii) improved quality of life for dwellers, and (iii) employment and decent work [2].
'Livability' has been proposed as a key concept for city development [3], with the underlying assumption that a 'livable city' attracts labor force, investors, innovators and entrepreneurs-those who contribute to the economic growth of cities.Thus, especially from an economic perspective, livability can be seen as an important concept.It is inextricably linked to sustainability [4], and one may argue that, at least in in an urban context, the two concepts are practically indistinguishable [5].Nonetheless, livability is a separate and broadly used term; even though it lacks a precise or generally agreed-upon definition [6].Its meaning remains nebulous with a variety of existing interpretations.One definition is that livability can be represented by three dimensions relating to human habitation and well-being, namely 'suitability', 'tolerability', and 'functionality' [4].Alternatively, it specifically relates to those elements of 'home', 'neighborhood', and 'city' that have to do with safety, economic opportunities and welfare, health, convenience, mobility, and recreation [7].Another definition describes livability as consisting of four key domains or 'umbrella' concepts.These are (i) social development, (ii) environmental sustainability, (iii) economic performance, and (iv) good governance [8], which encompass several inter-related issues [9].
The livability of a city generally links strongly to economic conditions at the national level.During an economic recession, cities may struggle to attract talented human resources who would increase or maintain their economic attractiveness [3].On the other hand, economic growth can cause negative consequences as well, such as environmental degradation and deterioration of living environments.Thus, economic growth alone is not a sufficient requisite for the achievement of livability.Other dimensions of the economy are equally important in enhancing quality of life and making cities more livable [6].Recognition of such complexities and a growing interest in the concept have led to the adoption of various indicator sets in order to measure the livability of cities. Inevitably, confluence with the development of indicators for urban sustainability is considerable [10].This study, however, takes its point of departure in schemes that explicitly home in on livability.
Assuming that resource owners resort to livable city rankings in choosing 'the best city' in which to settle, global competition among cities would occur [11], wherein ranking schemes become guiding stars also for public policy-and decision-makers who strive to make their cities more attractive to globally mobile resources-including talent, high-networth individuals, innovators, entrepreneurs, investors, and capital [12].Arguably, such a premise represents an intrinsically flawed perspective on decision making [13], which does not mean that it is without significance, neither in the eyes of those who create rankings, nor to actual outcomes of policies and governance.
One critique to currently used livable city rankings is their extensive use of proxy indicators, which is due to the unavailability of actual or complementary data [14].In addition, the use of composite indicator schemes, which aim at deriving an integrated index from a combination of several single measurements using weighting and statistical methods [15], is also criticized as it fails to capture the complex and multidimensional nature of urban livability.Moreover, this study points out that there are discrepancies between the state of livability perceived by locals and by external reviewers.This circumstance is a significant issue since most livable city schemes are created by actors that are external to the target cities.Typically, existing standardized methods for measuring urban livability (cf.Section 2 below) have been developed to make comparisons between different cities and release city rankings, thus failing to capture the contextual and qualitative uniqueness of each city.
Against the backdrop of such critique, in acknowledgement of the fact that each city is contextually unique, the comparison of different cities by sets of standardized indicator categories appears to be an inadequate way in which to reflect actual city livability.Previous studies suggest that indicators of a more descriptive or contextual kind could provide key insights to city conditions and constitute vital sources of information for the evaluation of social-ecological issues and economic performance, as well as for the assessment of needs and resource distribution [16][17][18].Both context and quality of livability vary from place to place [19], yet standardized indicator sets typically only include quantitatively measurable aspects and fail to incorporate local perceptions and experiences [6].
Appreciating that livability as a concept is a composite of multiple dimensions, both quantitative and qualitative, this study follows up on the inadequacies addressed above and explores a possible way in which to address them.It aims to present how appreciation of the qualitative dimensions of livability can be developed, and it does so through an inductive case study on the city of Malm ö, Sweden, which provides an empirical basis for identifying context-specific livability categories.While recognizing the limitations of case study methodology in research on and development of indicators-for example with regards to generalization-it seeks to draw on its strengths, including openness for new patterns to emerge and for old ones to be questioned [20].
Having elaborated in Section 1 on the concept of livability and its significance to cities, a theoretical foundation for the study described in this article has been laid.Section 2 explores existing livable city ranking schemes and provides a point of reference for efforts to complement them.Section 3 presents the chosen case study city, reasons for its selection, and the methodology of the empirical study performed, the outcomes of which are presented in Section 4. These outcomes are subsequently discussed and elaborated on in Section 5. Section 6 concludes the article with summarizing notes and messages from the authors.

Existing Livable City Ranking Schemes
Livability can be described as a measure of whether people's aspirations of basic living conditions are met.To the extent that built, societal and social environments can affect such aspirations, livable city rankings are meant to capture and reflect this condition on an aggregated level [5].Table 1 presents a selection of nine such rankings 1 Although there are ranking schemes that create a more holistic and comprehensive measurement of livability, including City Analysis Methodology (CAM) and UK City Life [22], these were not included in Table 1 since they are only applied to cities within the UK.CAM is an innovative urban analysis framework that aims at providing a holistic evaluation of livability in UK cities with regard to well-being, resource security and CO 2 emissions [23].The UK City Life, similarly, aims at providing a comprehensive and holistic evaluation of livability in UK cities [22].These two schemes show more openness towards the development of a more holistic approach in measuring urban livability than the international schemes selected for this study.
that are internationally applied [21] 1 .Despite the inclusion of many variables, as shown in Table 1, these ranking schemes still fail to adequately illustrate critical dimensions of urban livability [24].Notably, the livability rankings included here apply standard quantitative measurements such as annual GDP growth, public infrastructure condition, and educational quality [21].These types of quantitative data are often readily available and accessible, but this approach, exclusively focusing on mean or median scores of set indicators to compare cities [6], fails to illustrate the unique characteristics of each city.Furthermore, a closer look at the lists of indicators reveals that, while most schemes try to be as comprehensive as possible, others cover only a limited number of categories.One example, where supposedly significant characteristic have been omitted, is the exclusion of governance aspects by the Global Power City Index.
There is growing recognition that livability attributes vary from place to place, which has inspired the inclusion of contextually relevant local indicators [19], but this trend has only been applied within the transport sector and not to whole sectors [7].To address this shortcoming, generation of complementary indicators that illustrate the multiple dimensions of livability is needed [6].In order to distill livability categories to apply as a point of reference in the study presented in this article, the authors coded and sorted key content-or 'topics'-in the descriptions of the nine selected schemes.The result is an amalgamation consisting of eleven categories.These and their constituent topics are displayed in Table 2.
Table 1.Overview of nine selected livable city ranking schemes.Adapted from [21], and modified by the authors.

Case Study of Malm ö, Sweden
By comparing indicator categories and topics from Table 2 with empirically established priorities, this article explores the proposition of generating contextually relevant local livability indicators.The empirical information was collected in a case study performed in 2016 in Malm ö, Sweden, as described below (Section 3.3).

Description of Malm ö
Malm ö is the third most populous city in Sweden with approximately 320,000 inhabitants [25].Its demographic composition is diverse and young, with 32% of the city's population originating in other countries, together representing 170 nationalities, and with an average age of 38.5 years [26].Located in the southern-most part of Sweden, it is situated adjacent to Denmark's capital city of Copenhagen, as depicted in Figure 1.Red lines in Figure 1 indicate the coastal line and land border of Sweden.The two cities are physically linked through a combined bridge and tunnel connection which spans the Öresund Strait.The map in Figure 2 shows the physical plan of the built environment within the municipal boundaries of the City of Malm ö with residential areas marked in red.Socio-economically the resident distribution has a higher mean income in the western and northern parts of the city, whereas the eastern and southern parts have a higher proportion of socially and economically challenged households.Industrial areas flank the city to the north and to the south, with several old industrial districts in proximity of the city center being or having been redeveloped into residential areas or mixed urban environments of residence and business.Current planning priorities prescribe the ongoing expansion to occur through urban densification within the perimeters of the Outer Ring Road which circumscribes the city.The oldest parts of urban settlement in Malm ö are surrounded by canals in the city center, just south of the main train station in the old harbor area.Malm ö went through economic recession and depopulation in 1980s, but has since recovered.Internationally acclaimed and awarded-receiving, for example, a Livable Communities Award in 2007-it still faces numerous challenges [27], and for the purpose of exploring livability indicators it presents an interesting case.

Malm ö's Relevance as a Case for Studying Livability
Malm ö provides for an interesting case study for the following two reasons.Firstly, the city has gone through major transformation in terms of economic structural changes, successfully recovering from recession and population decline.These recent economic and demographic developments in Malm ö are unique [25].The city first underwent severe hardships following the transformation of local industries: in the 1970s its population peaked at 266,000 and progressively diminished to reach merely 229,000 by 1985 due to massive loss of employment opportunities in shipyard and other manufacturing industries [25].It then managed to radically shift its dependence away from heavy industries to a wider array of knowledge-based businesses in sectors such as bio-medical science, environment, IT, digital media, game industry and education [26].Under stable political conditions and unchanging leadership between 1994 and 2013, 'work of vision' largely affected city development and planning including, for example, the content of successive updates of the city's Comprehensive Plan [30].These visions, influenced inter alia by the Swedish economist Åke E. Andersson's 'K-society'-based on knowledge (Kunskap), capital (Kapital), communication (Kommunikation), and cul-ture (Kultur)-set the course toward a more creative and innovative urban fabric [30,31].Additionally, large-scale public investments including financial support from the national government contributed to the renewal of the city's built environment, from old heavy-industrial buildings to other kinds of structures such as eco districts (for example Augustenborg and Bo01), university buildings, and cultural complexes (for example Malm ö Live) [30,31].As a result, Malm ö has become a center for employment in innovative and creative industries and the population has increased rapidly.Current estimates predict that the total population of Malm ö will reach 377,000 by 2025 [26].
Secondly, although Malm ö is too small, even with forecasted growth, for the majority of livable city ranking schemes, it does feature as a target city included by the set of schemes in Table 1.Existing rankings generally focus only on more populous cities, with the exception, however, of Mercer's Quality of Life (QoL) ranking and the Teleport Cities ranking by Topia.The latter rates 266 cities including Malm ö, evaluating it as one of its top cities within business freedom (9 th out of 264 cities).Moreover, Malm ö scores well also in internet access (11 th out of 266 cities) and venture capital (68 th out of 182 cities), suggesting it as a suitable location for business.Medium to high scores for commuting (54 th out of 255 cities) and travel connectivity (67 th out of 266 cities) indicate that Malm ö is a friendly city for employees, while also being a good place to live in according its ranking in the categories of environmental quality (10 th out of 266 cities) and healthcare (47 th out of 265 cities) [32].However, since Malm ö is a quite small city, it has a disadvantage when certain criteria are evaluated, such as the number of public, health and cultural facilities.Typically, smaller cities have difficulties in scoring high in such categories due to the naturally restricted number of people that benefit from these facilities.Imbalances of this kind provide further argumentation for the need to generate contextually relevant indicator schemes.Smaller cities are no more or less in need of improved urban livability and sustainability than metropolitan cites, and they should have the opportunity of appropriate evaluation regardless of their size.

Case Study Methodology
In order to identify context-specific livability categories for Malm ö, 10 semi-structured interviews were conducted in the latter half of 2016 with local experts in the field of urban development and planning.Details regarding the interviewees, who were selected through a snowballing approach, are shown in Table 3.The questions asked focused on identifying qualitative dimensions of livability, including linkages to as well as bottlenecks for the enhancement of livability, including strategies for overcoming challenges.The questions were open-ended to allow for a more flexible ap-proach in the interviews [33].The interviewees were also encouraged to go beyond the scope of the interviews and to provide anecdotes about issues they felt are important for a better understanding of the field [34].All interviews were conducted in English as a working lingua franca, in which respondents (from Sweden) as well as interviewers (from Japan) are proficient.
Each interview lasted for 60 to 90 minutes.An interview guideline was provided at the beginning of each interview.All interviews were audiotaped and transcribed.MAXQDA was used for coding and for visualization analysis, and two of the authors were involved throughout the whole coding process to ensure the coding integrity.The analysis adopted a general inductive approach for qualitative data analysis [35] which enabled the authors to retrieve categories and topics that describe contextually relevant livability dimensions.After data cleaning and anonymization, the interview transcripts were reviewed multiple times to identify through open coding the content relevant to urban livability.In order to generate categories, relevant words were first sorted into subgroups in iterative readings of the transcripts, using implicit meanings as well as explicit words and phrases from the interviews.Next, these groups were clustered into livability categories.To summarize the result of this coding analysis, a visualization tool was applied to illustrate the findings, and the authors selected appropriate quotes that represent the core themes and the essence of each topic [35].These results are presented in the next section.

Context-Specific Categories of Livability for Malm ö
A total of nine context-specific categories of livability were identified based on the coding analysis described in the previous section.Figure 3 visualizes the categories and topics that comprise livability, based on the input from interviews.The lines connecting each topic and category indicate a direct connection between them, and the width of each line indicates the degree of connectivity, based on the frequency of the words that were used in the interviews.Below, Sections 4.1-4.9contain descriptions of each of the nine categories presented in Figure 3, as well as references to conducted interviews.Section 4.10 provides a summary.

The Category of 'Politics'
Political stability is essential for politicians to be able to make important decisions (L, Table 3).Committed leadership is also an important feature.When Malm ö shifted to a 'sustainable city' from its previous identity as a heavy-industrial city, the mayor at that time made strong initiatives to bring the city forward.During his time in office, Malm ö became well known for its sustainability efforts [27].Since then, the city has actively taken innovative approaches to achieve and improve sustainable urban development.An iconic landmark for urban regeneration in Malm ö, originating in that time period, is the Western Harbor district, which showcases the transformation from a brown-field site, formerly home to an internationally significant shipyard, to an environmentally high-tech residential area with considerable sustainability ambitions.In the Western Harbor the then largest collection of energy-efficient buildings was constructed, and extensive tests of systems for collecting organic waste were carried out.Malm ö addresses different environmental issues simultaneously: for example, holistic mobility planning including public transport, investments in alternative fuel vehicles, and bicycle infrastructure [27], and the city is internationally acknowledged for its urban planning and sustainable urban development efforts.
The interviewees often brought up cooperation among city politics and municipal administration."The role of politicians is to set goals, but we do not get involved the details, and leave how we can reach the set goals to the City Office.This communication trust is important to achieve the goals" (L, Table 3).Malm ö showcases how politicians and city officials each play clear roles in achieving the set goals, and that reciprocal trust between both groups has been a key factor in the city's transformation towards a more sustainable city.

The Category of 'Municipal Administration'
In the performed case study, municipal administration relates strongly to politics.During one of the interviews, it was pointed out that the financial strategy is crucially important for administration, and that the municipality must diversify its efforts to use the budget efficiently (D, Table 3).The same informant also reported that the Swedish state railways used to withdraw more and more due to financial difficulties.In order to find ways of reducing costs, a division of Malm ö's municipal administration collaborates with publicly owned companies that are owned by the municipality itself or by another level of government.

The Category of 'Strategic Planning of City Structure'
Several interviewees mentioned that a 'compact city' is a key concept for city planning in Malm ö.The compact city strategy is meant to influence the implementation of transportation plans and residential development alike.order to conserve the very fertile farmlands located outside of Malm ö's built environments, the municipal administration strives to keep urban facilities and residences inside the Outer Ring Road.A lot of symbolic architecture and districtbased development of the city, including the Western Harbor and university facilities, are strategically located close to the city center, increasing its attractiveness-together with measures for increased accessibility and improved living environments.
One of the main benefits of the compact city strategy mentioned during the interviews was improved air quality and the reduction of traffic volumes from private cars (L, Table 3).A significant reduction in infrastructure expenditures was also mentioned as a benefit of compact city planning.Accordingly, the budget saved from reduced cost of maintenance and operation of city infrastructure could be invested in the construction of more educational facilities for the growing population (L, Table 3).

The Category of 'Transportation'
Transportation strongly influences city planning in Malm ö because of its significant social and environmental impacts (e.g.carbon emissions, land price, social cohesion).Several of the interviewees mentioned the importance of the public transport sector in social integration.At the time of the case study, there had been a recent workshop about the social impact of Bus Rapid Transit (BRT) which had focused on how public transportation was being utilized as a tool to improve social integration in socio-economically challenged parts of the city (I, Table 3).

The Category of 'Business'
A reason for Malm ö's population growth in the recent past is the growth of the business sector.The industrial transformation of the city resulted in the creation of attractive job opportunities, not least in IT industries.Creative industries such as gaming and smart phone application developers established their headquarters in the city.Business development was promoted also by the municipality (A, Table 3).One of the challenges identified in the business category, however, is the decline of commercial retail businesses in the city center where shop keepers struggle with competition from renovated or newly established shopping centers in different parts of the city."Revitalization of commercial business is a key topic in Malm ö nowadays.There are various attempts on business activation of central areas through collaborative actions with land owners to create safer and attractive residential and commercial areas" (L, Table 3).

The Category of 'Human Capital'
Human capital also links strongly with the business category in this case study.One of the topics mentioned by informants in relation to this category was the large number of foreign immigrants.Malm ö was a substantial recipient of migrants during the acute phases of the refugee and migrant influx into the European Union that culminated in 2015.While locals acknowledge that immigration can be a positive driver for activating economic activities and increasing creativity, building cohesion between local residents and migrants can be challenging.Public consultation to enhance social cohesion between residents need to be given priority by city officials (B, Table 3).

The Category of 'Social Development'
Safety and land value were the prominent topics discussed by case study informants within this category.These topics connect with socio-economic and ethnic segregation, as well as with crime.Increasing safety-and thereby the attractiveness of afflicted areas-is one of the main challenges of the city of Malm ö.Provision of affordable housing, for example for immigrants and other low-income residents, was mentioned as being an important measure for the improvement of living conditions in the city (B, Table 3).

The Category of 'Domestic Relationship'
With relevance to the domestic relationship category, a respondent brought up city development strategies in the context of inter-city exchanges, which can be helpful in the solving of local problems and beneficial when applying for national grants (L, Table 3).

The Category of 'External Relationship'
Regional integration of Malm ö in the cross-boundary Öresund Region of greater Copenhagen accelerated with the opening in 2000 of the Öresund Bridge that connects the city to the Danish capital.Transport connectivity has been a key factor for the successes that this integration has led to.Another important external contributor to Malm ö's development, especially when it comes to funding, is the European Union.City officials and politicians alike pointed out that EU funding has made significant facilitating contributions to the municipal budget (L, Table 3).

Summary of Categories
Table 4 summarizes the content above.The nine contextspecific categories identified in this study allow for a more in-depth look at factors that affect the livability of Malm ö from the perspective of local persons as presented in Table 3.The factors identified cannot be fully explained or represented by quantitative categories alone, but this research provides clues for how and where to look for contextually appropriate and qualitative indicators for Malm ö, thereby increasing the comprehensiveness of livability measurements.
In Table 4, the column titled 'Topics covered in Malm ö' contains details needed to delve further into the uniquely Malm ö-specific conditions, whereas the headlines used in the 'Category' column could also be more generally assigned and interpreted.Still, it should be noted that these categories are context-specific as they reflect the characteristics identified in this particular study, and that other studies in other cities may lead to a different set of categories.
In the following section the results presented here will be discussed in relation to existing standardized schemes for evaluations of livability in cities.

Discussion
This study identifies differences and similarities between categories used in quantitative livable city ranking schemes already in use (cf.Table 2) and context-specific categories of livability identified in a case study of Malm ö (cf.Table 4).Figure 4 provides an illustration of these results and also highlights some points for discussion in the context of prospects for further developments of livability concepts and evaluations thereof.
One notable difference between standardized ranking schemes and the context-specific categories of livability extracted in this study appears in the domain of the 'Politics' category.In standardized schemes, it only captures cities' performance, political stability, and political events in relation to other cities.In contrast, the case study presented here identifies 'leadership' as the most influential factor within the Malm ö-specific 'Politics' category.Committed leadership enabled the city's transformation from a heavyindustrial city to a creative city of knowledge in a relatively short period of time.Cooperation among city politicians and administrators also appears as an important function in the category of politics.Well-defined institutional roles and well-functioning organizations are highlighted as well as the importance of both kinds of representatives sharing the vision of sustainable development.Stable and coopera-tive relations among city officials in Malm ö is seen to have generated a positive cycle of development that attracted competitive human resources into Malm ö.Thus, a localized and Malm ö-specific measurement of livability ought to follow up along these particular dimensions.
Another significant difference relates to transportation.In the categories in Table 2, transportation falls under physical capital.Among case study respondents, however, transportation appeared as a distinctly independent and influential Malm ö-specific livability category.Interestingly, transportation was discussed not simply in terms of its mobility function but as an important way in which to encourage social cohesion and reduce segregation.Some of Malm ö's residential areas are disproportionately characterized by higher numbers of socio-economically disadvantaged households and by higher crime rates.With greater accessibility to mobility options that contribute to the opening up of these areas, it is hoped that social isolation can be counteracted and that intermingling among the city's inhabitants can occur to a greater degree, which would also help in efforts to mitigate safety encroachments as well as crime in target areas.The kind of contextualization achieved in this analysis clearly sheds more light on Malm ö's livability challenges and status than the scores it got for commuting and travel connectivity in the Teleport Cities ranking scheme.
Moreover, the context-specific category labelled 'business environment' that was identified in this study roughly corresponds to-but presents a narrower focus than-the category 'economics' in the comparative set of existing schemes.Once again, taking Malm ö's scores in the Teleport Cities ranking as a reference is illuminating.There, Internet access is one of the measurements used and one where Malm ö scores well.In the qualitative assessment presented here, the importance of this topic is affirmed; it resonates as a prerequisite for innovative IT industry which receives particular emphasis (cf. Figure 3).Similarly, the quantitative measurement of venture capital is qualified here in terms of business support, and both are positively reviewed in Malm ö's case; by the Teleport Citites ranking and by the case study, respectively.
The use of a qualitative approach and visualization tool in this study makes possible a closer inspection of the linkages and relations between different livability categories and topics than what quantitative ranking schemes normally allow for, thus addressing one of the major limitations of such schemes.The authors believe that the methodology applied here could be further developed as a way in which to provide context-specific and qualitative value-added to existing rankings.2 and Table 4, respectively), highlighting the authors' choices of points for discussion.

Conclusion
Categories used in existing livable city rankings can be complemented by context-specific livability categories in the examination of the livability of cities, and the inclusion of qualitative analysis can provide a more comprehensive picture of the situation in an examined city.Such an approach highlights unique features of the city in question and can, in a more precise fashion, suggest specific ways in which urban livability may be enhanced.
Through the case study of Malm ö, nine-context specific livability categories were identified.The inductive approach used to identify these categories revealed an important point for further development of livability assessments: a qualitative approach allows for more in-depth descriptions of livability categories because it can also reveal the contextspecific relationships between categories.Explicit awareness of such relationships can in turn allow city officials and planners to have a more comprehensive approach when devising strategies to improve the livability of their cities.Widely used quantitative livability evaluations are usually performed by persons without previous experience and knowledge of target cities.In contrast, a qualitative approach enables local people to have a voice in the assessment of their city's livability.
The results and discussions of this study may contribute to the further development of the livable city concept with the eventual purpose of better reflection of unique and contextspecific features of cities in urban development plans.As the research presented here is limited to a single case study, further application in other cities of its inductive approach is needed in order to develop as well as to examine the limitations or the generalizability of the approach.The method for selection of respondents as the source for the analysis is one aspect that particularly needs further elaboration.At any rate, comparisons of the qualitative characteristics of cities could considerably enrich ongoing discussions on the improvement of existing livability evaluation schemes.

Figure 3 .
Figure 3. Visualization of context-specific livability aspects, resulting from the 2016 Malm ö case study presented in this article.

Figure 4 .
Figure 4. Overview of standardized categories for livable city evaluations versus context-specific categories in the case of Malm ö (retrieved from Table2 and Table 4, respectively), highlighting the authors' choices of points for discussion.

Table 2 .
Categories and topics that reflect the combined content of the ranking schemes presented in Table1.
resource Population growth, Work-age population, Income level, Education level, Mindset, Hiring foreign nationals, Think tanks, Global leadership, Intellectual property, Labor productivity, Demographic burden (child dependency ratio, old age dependency ratio) 5 Information exchange Access to internet and other media sources, Speed of mobile broadband, ICT, Digital security, Software development 6 Natural environment Humidity, Temperature, Natural disasters, Access to nature, Recycling, Greenhouse gas emissions, Air and water pollution, Parks, Environmental regulation and agreement 7 External relationship Threat of terror, Threat of civil conflict, Threat of military conflict,

Table 3 .
List of case study interviewees, all met with in 2016.

Table 4 .
Context-specific categories and topics covered in Malm ö.