Adelheid Holl’s research while affiliated with Spanish National Research Council and other places

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Publications (58)


Highways and local development: insights from two decades of investments
  • Article

March 2025

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1 Read

Adelheid Holl

Impact of the COVID-19 pandemic on firms.
Measures adopted by firms to counteract the crisis.
Digitalization and concurrent market strategies of new markets and new products/services.
External DT: expanding digital offers and distribution channels due to COVID-19 by sector.
Internal DT: expanding digitalization within the company due to COVID-19 by sector.
COVID-19 and Business Digitalization: Unveiling the Effects of Concurrent Strategies
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  • Full-text available

December 2024

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13 Reads

Journal of the Knowledge Economy

In today’s fast-paced and globally interconnected business environment, digitalization has emerged as a cornerstone of competitiveness. In this paper, we study the impact of the COVID-19 pandemic on the adoption of digital technologies among German industrial and service sector firms. Our findings show that the COVID-19 pandemic has served as a catalyst for the integration of digital technologies and that the adoption triggered by the pandemic has had a sustained, rather than transitory, impact. Furthermore, a firm’s size and available resources, coupled with its market characteristics, play pivotal roles in shaping its response. Most notably, however, digital technology adoption is closely linked to the concurrent strategies deployed by the firm to mitigate a crisis’s impact.

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The Changing Geography of Innovation: Comparing Urban, Suburban and Rural Areas

November 2024

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32 Reads

Growth and Change

Using novel geocoded patent data for Spain, we analyze the changing spatial pattern of innovative activity at the municipal level from 1995 to 2017 and find that patenting has become increasingly concentrated in urban areas, and more so for the most disruptive innovations. We also find that even though there was a convergence trend before the 2008 Great Recession between suburban and urban core locations, it has since vanished, and stark differences continue to persist. We test for path dependent dynamics along with different determinants of the changing spatial pattern of patenting. Our granular analysis unveils a more nuanced view of the geography of innovation for urban, suburban and rural areas and for different types of inventions according to their degree of radicalness.


Rural Depopulation in the Context of 4.0 Technologies: Opportunities for Sustainability and Innovation Policies

October 2024

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32 Reads

Journal of Planning Literature

This paper provides a systematic review of the scientific landscape of the interdisciplinary field of rural depopulation studies, considering the potential contribution of Fourth Industrial Revolution technologies or Industry 4.0 to enhance our contemporary understanding and policy approach to facing the complex challenge of rural transitions. Two levels of intersec search are examined: (a) an aggregated conceptual level of rural population studies and (b) a more policy-based level. Blockchain, the Internet of Things, additive manufacturing, and other 4.0 technologies highlight a scientific panorama in which social and sustainable concerns are integrated with the disruptive potential of these technologies.


Barriers to digitalization.
COVID-19 pandemic as a new opportunity.
SME digital transformation and the COVID-19 pandemic: a case study of a hard-hit metropolitan area

July 2024

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29 Reads

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2 Citations

Science and Public Policy

Cities and regions are facing diverse challenges, and the transformation to a digital economy is a core issue. The coronavirus disease-2019 (COVID-19) pandemic has had widespread impacts on business, and it has heightened the need for digitalization. We analyse if and to what degree the COVID-19 pandemic has accelerated the digital transformation of small and medium-sized enterprises (SMEs) in the metropolitan region of Madrid. Our research strategy is based on a quantitative analysis of survey data at the company level. Our results show that a large share of SMEs invested in digital technologies as a response to the pandemic, but there are also important differences between basic and more advanced digital technologies and between manufacturing and service sector firms. SMEs’ previous knowledge and technological resources and capabilities, as well as their collaboration networks with providers are found to trigger adoption of digital technology. Implications for postpandemic policies are highlighted.


Ultrahigh‐Speed Fixed Broadband and Rural Development

November 2023

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13 Reads

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1 Citation

Tijdschrift voor Economische en Sociale Geografie

We study the relationship between ultrahigh‐speed broadband coverage (≥100 Mbps) and population change in rural areas. Our goal is to determine whether improved telecommunications infrastructure can help to mitigate rural de‐population. The study focuses on Spain during the years 2013–20, a period when most of the country's broadband network was deployed. We use instrumental variable estimation to test for a causal link between ultrahigh‐speed broadband provision and rural population change. Although the data show a positive correlation between an increase in local ultrahigh‐speed broadband coverage and local population growth, after accounting for potential confounding factors and endogeneity, we find no evidence of a causal effect.


Digital technology adoption by type of location and type of technology (% of SMEs)
Probit estimation results: marginal effects
Spatial Patterns and Drivers of SME Digitalisation

April 2023

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162 Reads

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37 Citations

Journal of the Knowledge Economy

Digital transformation plays an increasingly important role in the growth and competitiveness of small and medium-sized enterprises (SMEs), yet little is known regarding spatial inequalities in their adoption of advanced digital technologies. Using recent data from the Flash Eurobarometer 486, we study the spatial patterns of drivers for the implementation of new digital technologies in SMEs in Europe. In our analysis, the focus is on the possible influence of location. Considerable heterogeneity of SMEs is found in their propensity to adopt advanced digital technologies related to the strength of the local business environment and to the urban/rural hierarchy. Plain English Summary: European SMEs and Digitalisation The adoption of digital technologies favours the competitiveness, resilience, and internationalisation of firms, but SMEs, which form the backbone of the EU economy, are lagging behind. A recent survey reveals that location greatly influences the probability that European SMEs adopt digital technology. Rural and small-town SMEs are less likely to be adopters, even when country, sector, and firm-specific characteristics are taken into account. However, good business environments always encourage the adoption of digitalisation technologies, whatever the geographic location of an SME. Innovators tend to be adopters, especially when they employ green innovation or management innovation. Larger SMEs, companies that are part of a business group, grow more rapidly, and/or export, are all more likely to adopt digital technologies. Policy-makers need to contemplate the urban/rural-divide and promote strong business environments in all types of locations. Public encouragement towards innovation is likely to indirectly promote easier access to digital technologies.


Figure 1. Population density based on 'naïve' density and 'experienced' 10 km radius density: 2020. Source: Own elaboration based on population data from Fundación BBVA and Ivie and INE.
Figure 5. Typology of rural growth and decline. Source: Own elaboration.
Close and remote rural municipalities according to travel time thresholds.
Probit estimations: rural stable and dynamic areas.
Growth and decline in rural Spain: an exploratory analysis

February 2023

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164 Reads

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27 Citations

The depopulation of rural areas in both developed and developing countries has become a complex problem with important implications for issues of equality and sustainability. We present a spatial exploratory analysis of the multidimensional factors related to the depopulation of Spain's rural areas. Using highly granular population data to estimate experienced population density allows us to highlight significant differences compared to the conventional administrative boundary in terms of the usual definition of densities. Based on this, we develop a new typology of declining rural areas that takes into account access to urban areas. While most rural areas have been suffering depopulation over the last decades, our results also show that rural areas themselves are not a homogeneous group and that rural areas show strong heterogeneity along different dimensions associated with growth and decline.


Figure 1. Survival rates of innovation (%) in firms in areas with high versus low patenting activity. Notes: The graph shows Kaplan-Meier survival estimates of innovation behaviour in firms differentiated by the size of the local knowledge pool. Lower and top quartile defines locations below the 25th and above the 75th percentile of patent activity within a distance of 5 kilometres.
Figure 2. Predicted innovation probability and conditional marginal effects by lagged innovation status and local knowledge pool.
Transition probabilities in areas with high and low patenting activity (based on 5 kilometres distance band patent counts, in percent).
Manufacturing: Marginal effects of correlated random effects probit estimations.
Local knowledge spillovers and innovation persistence of firms

February 2022

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65 Reads

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30 Citations

Economics of Innovation and New Technology

Innovation activities of firms tend to be highly persistent. Yet, little is still known about potential spatial contingencies affecting the degree of persistence. This paper analyses the influence of local knowledge spillovers on firms’ persistence in innovation activities. Using a representative panel data set of firms in Germany from 2002 to 2016, complemented by detailed geographic information of patent activity over discrete distances to proxy local knowledge spillovers, we find that the local patenting activity positively moderates persistency in innovation activities. Estimations with different distance bands show that the strength of knowledge spillovers that contribute to innovation persistence attenuates with increasing distance and vanishes beyond 30 kilometres in manufacturing and beyond 20 kilometres in services.


An empirical study of drivers for the adoption of logistics innovation

October 2021

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85 Reads

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7 Citations

Industry and Innovation

By drawing on a large representative sample of German firms, we examine patterns and drivers of logistics innovation. We find that firm size, R&D intensity, product innovation, engagement in international markets, and competitive pressure are all positively related to the probability that a firm introduces logistics innovation and to the breadth of adoption across different types of logistics innovation. However, specific notable differences arise: digital logistics innovation is mainly adopted by larger firms and in response to cost and performance motives. In contrast, the adoption of environmental logistics innovation responds more strongly to market pressure.


Citations (44)


... Merino et al. [15] found that digital connectivity influenced population growth in small Spanish localities but noted that physical proximity to urban centers remained crucial. Similarly, Arronte Ledo and Holl [16] identified correlations between ultrahigh-speed broadband and rural population changes but found no causal relationships after adjusting for confounding variables. These findings suggest that while digital connectivity is essential, it cannot independently resolve the structural challenges facing rural areas, such as limited economic opportunities and poor infrastructure. ...

Reference:

Bridging the Digital Divide: Advancing Equitable Internet Access in Rural Kenya for Sustainable Development
Ultrahigh‐Speed Fixed Broadband and Rural Development
  • Citing Article
  • November 2023

Tijdschrift voor Economische en Sociale Geografie

... The Just in Time concept possess a vital role for any company that would like to reduce their production wastes, strength the position in the market and improve the quality of the product (Kannan and Tan, 2005). The JIT production principles were developed in Japan by the Toyota Motor Company in the early 1970s (Rama and Holl, 2017). The lack of natural resources had a negative impact on the cost of raw materials as the raw materials were imported from other countries, it made prices of Japanese product higher and thus more competitive at the market (Shah and Ward, 2007). ...

Just- in- time and space
  • Citing Chapter
  • February 2017

... Based on the significance of the topic, this study tends to examine the impact of leadership on sMes' innovation and the impact of innovation activities on their performance. sMes play a vital role in the european economy, contributing to employment, innovation, and economic growth (enaifoghe, 2023;holl & Rama, 2023;. Despite their importance, they face unique challenges and opportunities that shape their business performance and innovation activities. ...

Spatial Patterns and Drivers of SME Digitalisation

Journal of the Knowledge Economy

... Dividing disparities in healthy lifespans between the rural and urban environments are stated in ageing [26]. Since 1960, Spain has been in a demographic transition dominated by rural-urban migration processes, which cause an increasing depopulation of rural areas and centralisation in urban areas, causing different lifestyle dynamics [27]. ...

Growth and decline in rural Spain: an exploratory analysis

... (2) Collective learning created by spatial agglomeration innovation actors form local networks that facilitate the flow and collaboration of knowledge, technology, and information [67,68]. (3) Spatial agglomeration generates positive externalities [69], such as local technological spillovers and spin-offs [70]. (4) Spatial agglomeration facilitates face-to-face communication and exchange of innovative ideas, particularly the sharing, dissemination, and diffusion of tacit knowledge [71,72]. ...

Local knowledge spillovers and innovation persistence of firms

Economics of Innovation and New Technology

... Patterns and drivers of technology adoption also significantly differ across different types of technology (Bayo-Moriones and Lera-López 2007; Foster and Rosenzweig 2010; Skare andRiberio Soriano 2021, Holl andMariotti, 2022). In this paper, we focus on DTs and distinguish between basic and advanced DTs. ...

An empirical study of drivers for the adoption of logistics innovation
  • Citing Article
  • October 2021

Industry and Innovation

... The extent of the area relevant to firms' innovation activities is, however, a matter of debate (Shearmur 2012). Patent studies tend to show that the geographical scope of knowledge spillovers is quite small (Holl 2021;Sedgley and Elmslie 2011), leading many to argue that innovation occurs in cities (Glaeser 2011;Jacobs 1969;Puga 2010). Others warn that innovation processes are not exclusive to cities (Bathelt 2011;Torre 2008). ...

The regional environment and firms’ commitment to innovation: empirical evidence from Spain
  • Citing Article
  • February 2020

Economics of Innovation and New Technology

... Early studies concentrated on exploring the transfer effect, learning effect, and imitation effect associated with spillovers, and investigated the impact on productivity and creativity, leading to a significant amount of empirical evidence. The research had shown that knowledge spillovers have a substantial positive effect on the productivity and innovation persistence of German firms [5,6], the productivity of the U.S. wartime shipbuilding industry [7], the creativity of India's pharmaceutical manufacturing industry [8], and the knowledge acquisition capacity of start-ups [9]. Moreover, studies investigated the learning-by-hire effect (in the U.S. pharmaceutical industry) [10], the U.S. Patent Innovation Network [11], the Global Open-Source Software Project [12], and worldwide R&D mobility [13]. ...

Local Knowledge Spillovers and Innovation Persistence of Firms
  • Citing Article
  • January 2020

SSRN Electronic Journal

... Still, one may be concerned that unobserved supply conditions are correlated to the distance to the centre. It has been argued that construction costs are related to supply conditions and therefore the locations of city centres may be related to, say, the depth to bedrock (Rosenthal and Strange, 2008;Barr Holl, 2019). I therefore include greenbelt-by-government region effects and variables capturing supply conditions, such as the elevation and share of the workforce in construction (which may affect the wages for construction workers). ...

Natural Geography and Patterns of Local Population Growth and Decline in Spain: 1960–2011

... Content analysis of these articles revealed that: the main determinant factor for the likelihood of firms in emerging markets forming international strategic alliances is the learning intention (Lo et al., 2016;Park et al., 2012;Zou and Ghauri, 2008). The relational capacities identified require structured communication processes and alliance management practices to allow and support absorptive capacity and learning in interorganisational networks (Holl and Rama, 2019;Minbaeva et al., 2018;Martins, 2016). ...

Local cooperation for innovation in ICT-Domestic groups with collaborations for innovation abroad and foreign subsidiaries
  • Citing Article
  • September 2019

Science and Public Policy