Armando Rungi : Citation Profile

IMT Lucca Institute for Advanced Studies

9

H index

9

i10 index

338

Citations

RESEARCH PRODUCTION:

16

Articles

43

Papers

1

Books

5

Chapters

RESEARCH ACTIVITY:

   17 years (2008 - 2025). See details.
   Cites by year: 19
   Journals where Armando Rungi has often published
   Relations with other researchers
   Recent citing documents: 43.    Total self citations: 23 (6.37 %)

MORE DETAILS IN:
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   Permalink: http://citec.repec.org/pru188
   Updated: 2025-12-27    RAS profile: 2025-12-10    
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Relations with other researchers

Works with:

Ghodsi, Mahdi (4)

Santoni, Gianluca (2)

Sonno, Tommaso (2)

Ottaviano, Gianmarco (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Armando Rungi.

Is cited by:

Rycx, Francois (14)

Pisch, Frank (13)

Berlingieri, Giuseppe (10)

Steinwender, Claudia (10)

Amador, João (8)

Curzi, Daniele (7)

Chor, Davin (7)

VAUDAY, Julien (6)

Raff, Horst (6)

Olper, Alessandro (6)

Santoni, Gianluca (6)

Cites to:

Antras, Pol (42)

Ottaviano, Gianmarco (40)

mayer, thierry (32)

Melitz, Marc (31)

Chor, Davin (28)

Cravino, Javier (26)

Levchenko, Andrei (25)

Head, Keith (25)

Altomonte, Carlo (22)

Alfaro, Laura (21)

Del Prete, Davide (21)

Main data

Where Armando Rungi has published?

Journals with more than one article published# docs
Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti2

Working Papers Series with more than one paper published# docs
Papers / arXiv.org12
Working Papers / IMT School for Advanced Studies Lucca11
wiiw Working Papers / The Vienna Institute for International Economic Studies, wiiw2
wiiw Monthly Reports / The Vienna Institute for International Economic Studies, wiiw2
Working Paper Series / European Central Bank2

Recent works citing Armando Rungi (2025 and 2024)

YearTitle of citing document
2025Ownership Chains in Multinational Enterprises. (2025). Santoni, Gianluca ; Miricola, Stefania ; Rungi, Armando. In: Papers. RePEc:arx:papers:2305.12857.

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2024Monthly GDP nowcasting with Machine Learning and Unstructured Data. (2024). TENORIO, JUAN ; Perez, Wilder. In: Papers. RePEc:arx:papers:2402.04165.

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2024Financial Assets Dependency Prediction Utilizing Spatiotemporal Patterns. (2024). Hung, Wilfred Siu ; Zhao, Pengfei ; Zhu, Haoren ; Lee, Dik Lun. In: Papers. RePEc:arx:papers:2406.11886.

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2025Procompetitive effects of vertical takeovers. Evidence from the European Union. (2024). Rungi, Armando ; Bellucci, Chiara. In: Papers. RePEc:arx:papers:2411.12412.

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2024Dual Interpretation of Machine Learning Forecasts. (2024). Goulet Coulombe, Philippe ; Goebel, Maximilian ; Klieber, Karin. In: Papers. RePEc:arx:papers:2412.13076.

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2025Learning by exporting with a dose-response function. (2025). Cerulli, Giovanni ; Rungi, Armando ; Micocci, Francesca. In: Papers. RePEc:arx:papers:2505.03328.

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2024Exploring an LSTM-SARIMA routine for core inflation forecasting. (2024). Krukovets, Dmytro. In: Technology audit and production reserves. RePEc:baq:taprar:v:2:y:2024:i:2:p:6-12.

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2024Multinational enterprises in Italy: insights from firm-level data. (2024). Sartori, Matteo ; Mirenda, Litterio ; Linarello, Andrea ; Viggiano, Gianluca ; Russo, Emanuele ; Manaresi, Francesco ; Carnevali, Giovanni Battista ; Cariola, Gianmarco. In: Questioni di Economia e Finanza (Occasional Papers). RePEc:bdi:opques:qef_894_24.

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2024Reorganizing Global Supply-chains: Who, What, How, and Where. (2024). Fontagné, Lionel ; Lafrogne-Joussier, Raphaael ; Fontagnae, Lionel ; Baratte, Gabriel. In: Working papers. RePEc:bfr:banfra:969.

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2024CLARA and CARLSON: Combination of Ensemble and Neural Network Machine Learning Methods for GDP Forecasting. (2024). Bozhechkova, Alexandra ; Dzhunkeev, Urmat. In: Russian Journal of Money and Finance. RePEc:bkr:journl:v:83:y:2024:i:3:p:45-69.

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2025Using LSTM Neural Networks for Nowcasting and Forecasting GVA of Industrial Sectors. (2025). Kryzhanovskij, Oleg ; Mogilat, Anastasia ; Shuvalova, Zhanna ; Gvozdev, Dmitry ; Kryzhanovskiy, Oleg. In: Russian Journal of Money and Finance. RePEc:bkr:journl:v:84:y:2025:i:1:p:93-104.

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2025Forecasting Macro with Finance. (2025). Schmitz, N ; Bachmair, K. In: Cambridge Working Papers in Economics. RePEc:cam:camdae:2574.

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2024Business groups, strategic acquisitions and innovation. (2024). Sonno, Tommaso ; El-Mallakh, Nevine ; Altomonte, Carlo. In: CEP Discussion Papers. RePEc:cep:cepdps:dp1996.

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2024Expatriate Managers: Effects on Firm Performance. (2024). Telegdy, Almos ; Koren, Miklós. In: CESifo Working Paper Series. RePEc:ces:ceswps:_11164.

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2025Ownership Chains in Multinational Enterprises. (2025). Santoni, Gianluca ; Rungi, Armando ; Miricola, Stefania. In: Working Papers. RePEc:cii:cepidt:2025-05.

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2025GDP 5.0: Real-Time, Micro-Founded and Sustainable Metrics for Beyond-GDP Economic Assessment. (2025). Elimam, Sarah ; Warin, Thierry. In: CIRANO Working Papers. RePEc:cir:cirwor:2025s-20.

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2025The Multinational Revenue, Employment, and Investment Database (MREID). (2025). Bergstrand, Jeffrey ; Ahmad, Saad ; Paniagua, Jordi ; Wickramarachi, Heather. In: Working Papers. RePEc:eec:wpaper:2504.

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2025Univariate and multivariate forecasting of the electricity futures curve using Dynamic Recurrent Neural Networks. (2025). Castello, Oleksandr ; Resta, Marina. In: Applied Energy. RePEc:eee:appene:v:394:y:2025:i:c:s0306261925008128.

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2024Cross-border personnel mobility and bilateral value chain linkages: Evidence from visa liberalization in China. (2024). Feng, Fan ; Ren, Fuyao ; Ma, Shuqin. In: Journal of Asian Economics. RePEc:eee:asieco:v:95:y:2024:i:c:s1049007824001398.

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2024Analyzing the energy metabolism of the automotive industry to study the differences found in this sector across EU countries. (2024). Velasco-Fernández, Raúl ; Velasco-Fernandez, Raul ; Giampietro, Mario ; Perez, Laura A. In: Energy. RePEc:eee:energy:v:296:y:2024:i:c:s0360544224006273.

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2025Firm complexity and credit ratings. (2025). Dang, Man ; Puwanenthiren, Premkanth ; Mazur, Mieszko ; Hoang, Viet Anh ; Nadarajah, Sivathaasan ; Nguyen, Thieu Quang. In: International Review of Financial Analysis. RePEc:eee:finana:v:104:y:2025:i:pa:s1057521925003540.

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2024Financial crises and the global supply network: Evidence from multinational enterprises. (2024). Merlevede, Bruno ; Mestieri, Martí ; Basco, Sergi ; Felice, Giulia. In: Journal of International Economics. RePEc:eee:inecon:v:152:y:2024:i:c:s0022199624001107.

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2024Talents from abroad. Foreign managers and productivity in the United Kingdom. (2024). Riccaboni, Massimo ; Exadaktylos, Dimitrios ; Rungi, Armando. In: International Economics. RePEc:eee:inteco:v:177:y:2024:i:c:s2110701723000860.

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2024How do foreign-owned suppliers affect economic performance? Evidence from Italian manufacturing firms. (2024). Imbruno, Michele ; Pittiglio, Rosanna ; Reganati, Filippo. In: International Economics. RePEc:eee:inteco:v:178:y:2024:i:c:s2110701724000106.

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2024Cross-border and domestic early-stage financial investment in 3D printing: An empirical perspective on drivers and locations. (2024). Massini, Silvia ; Hahn, Eugene D. In: Journal of International Management. RePEc:eee:intman:v:30:y:2024:i:5:s107542532400053x.

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2025Predicting policy funding allocation with Machine Learning. (2025). Resce, Giuliano ; Vaquero-Pieiro, Cristina ; Caravaggio, Nicola. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:98:y:2025:i:c:s0038012125000242.

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2024Global value chains and within-country inequality: The role of functional positioning. (2024). Paglialunga, Elena ; Coveri, Andrea ; Zanfei, Antonello. In: Structural Change and Economic Dynamics. RePEc:eee:streco:v:70:y:2024:i:c:p:382-397.

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2024What do firms gain from patenting? The case of the global ICT industry. (2024). Rungi, Armando ; Ghodsi, Mahdi ; Exadaktylos, Dimitrios. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:208:y:2024:i:c:s0040162524005390.

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2025Collaborative innovation and knowledge spillovers in open innovation ecosystems: Exploring the roles of network stability and technological niche. (2025). Yu, Hong ; Xie, Xuemei. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:219:y:2025:i:c:s0040162525003208.

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2024Business groups, strategic acquisitions and innovation. (2024). Sonno, Tommaso ; El-Mallakh, Nevine ; Altomonte, Carlo. In: LSE Research Online Documents on Economics. RePEc:ehl:lserod:126757.

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2024Industry concentration in Europe: Trends and methodological insights. (2024). Pallanch, Oliviero ; Greppi, Andrea ; de Lyon, Joshua ; Criscuolo, Chiara ; Chaves, Miguel ; Calligaris, Sara. In: LSE Research Online Documents on Economics. RePEc:ehl:lserod:126768.

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2025Vertical Integration with Two-sided Heterogeneity and Firm-to-firm Network Structure of Production. (2025). Saito, Yukiko ; Heiland, Inga. In: Discussion papers. RePEc:eti:dpaper:25036.

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2024Reorganizing global supply-chains: Who, What, How and Where. (2024). Lafrogne-Joussier, Raphael ; Fontagn, Lionel ; Baratte, Gabriel. In: Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers). RePEc:hal:cesptp:hal-05316482.

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2024Positioning and bargaining power in agri-food global value chains. (2024). Agbekponou, Kossi Messanh ; Fusacchia, Ilaria. In: Post-Print. RePEc:hal:journl:hal-04666053.

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2024Positioning and bargaining power in agri-food global value chains. (2024). Agbekponou, Kossi Messanh ; Fusacchia, Ilaria. In: Post-Print. RePEc:hal:journl:hal-04666067.

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2024Quality upgrading and position in global value chain. (2024). Latouche, Karine ; Agbekponou, Kossi Messanh ; Cheptea, Angela. In: Post-Print. RePEc:hal:journl:hal-04666099.

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2025Productivity of innovation: the effect of innovativeness on start-up survival. (2025). Arcuri, Maria Cristina ; Russo, Ivan ; Gandolfi, Gino. In: The Journal of Technology Transfer. RePEc:kap:jtecht:v:50:y:2025:i:3:d:10.1007_s10961-024-10069-7.

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2025Financial Constraints and Firms’ Productivity: The Role of Participation in Global Value Chains. (2025). Trivieri, Francesco ; Rondinella, Sandro ; Errico, Lucia. In: Open Economies Review. RePEc:kap:openec:v:36:y:2025:i:4:d:10.1007_s11079-024-09791-4.

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2024Review of Strategies and Policies for Participation in Global Value Chains. (2024). Dutta, Sourish. In: SocArXiv. RePEc:osf:socarx:zxmru_v1.

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2025A New Approach to Measure Italian Regional Trade Flows with Administrative Micro Firm-Level Data. (2025). Baldassarre, Alessio ; Orecchia, Carlo ; Giacobbe, Pasquale ; Fusco, Elisa ; Caro, Paolo ; Carullo, Danilo. In: Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti. RePEc:spr:italej:v:11:y:2025:i:1:d:10.1007_s40797-023-00234-6.

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2024Remaking the Multinational Corporation: Geographically Dispersed Unbundling and Intangible Assets. (2024). Reinprecht, Hubertus ; Konara, Palitha ; Puck, Jonas ; Hashai, Niron ; Mohr, Alexander. In: Management International Review. RePEc:spr:manint:v:64:y:2024:i:6:d:10.1007_s11575-024-00558-0.

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2024Using deep (machine) learning to forecast US inflation in the COVID‐19 era. (2024). Duca, John ; Stoneman, David. In: Journal of Forecasting. RePEc:wly:jforec:v:43:y:2024:i:4:p:894-902.

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2024Forecasting Bitcoin returns: Econometric time series analysis vs. machine learning. (2024). Koubova, Jana ; Berger, Theo. In: Journal of Forecasting. RePEc:wly:jforec:v:43:y:2024:i:7:p:2904-2916.

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Works by Armando Rungi:

YearTitleTypeCited
2013Business Groups as Hierarchies of Firms: Determinants of Vertical Integration and Performance In: Economy and Society.
[Full Text][Citation analysis]		paper40
2013Business groups as hierarchies of firms: determinants of vertical integration and performance.(2013) In: Working Paper Series.
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This paper has nother version. Agregated cites: 40		paper
2013Business Groups as Hierarchies of Firms: Determinants of Vertical Integration and Performance.(2013) In: Working Papers.
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This paper has nother version. Agregated cites: 40		paper
2020Measuring the Input Rank in Global Supply Networks In: Papers.
[Full Text][Citation analysis]		paper2
2023Measuring the input rank in global supply networks.(2023) In: The World Economy.
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This paper has nother version. Agregated cites: 2		article
2020Talents from Abroad. Foreign Managers and Productivity in the United Kingdom In: Papers.
[Full Text][Citation analysis]		paper3
2024Talents from abroad. Foreign managers and productivity in the United Kingdom.(2024) In: International Economics.
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This paper has nother version. Agregated cites: 3		article
2019Talents from Abroad. Foreign Managers and Productivity in the United Kingdom..(2019) In: Working Papers.
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This paper has nother version. Agregated cites: 3		paper
2022Predicting Exporters with Machine Learning In: Papers.
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2023Predicting Exporters with Machine Learning.(2023) In: World Trade Review.
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This paper has nother version. Agregated cites: 1		article
2021Predicting Exporters with Machine Learning.(2021) In: Working Papers.
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This paper has nother version. Agregated cites: 1		paper
2024What do Firms Gain from Patenting? The Case of the Global ICT Industry In: Papers.
[Full Text][Citation analysis]		paper1
2024What do firms gain from patenting? The case of the global ICT industry.(2024) In: Technological Forecasting and Social Change.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 1		article
2025Ownership Chains in Multinational Enterprises In: Papers.
[Full Text][Citation analysis]		paper1
2025Ownership Chains in Multinational Enterprises.(2025) In: Working Papers.
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This paper has nother version. Agregated cites: 1		paper
2023Machine Learning for Zombie Hunting: Predicting Distress from Firms Accounts and Missing Values In: Papers.
[Full Text][Citation analysis]		paper0
2024Machine learning for zombie hunting: predicting distress from firms’ accounts and missing values.(2024) In: Industrial and Corporate Change.
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This paper has nother version. Agregated cites: 0		article
2025The heterogeneous impact of the EU-Canada agreement with causal machine learning In: Papers.
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2025The heterogeneous impact of the EU-Canada agreement with causal machine learning.(2025) In: Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers).
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This paper has nother version. Agregated cites: 0		paper
2025Non-linear dependence and Granger causality: A vine copula approach In: Papers.
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2025Procompetitive effects of vertical takeovers. Evidence from the European Union In: Papers.
[Full Text][Citation analysis]		paper0
2025Learning by exporting with a dose-response function In: Papers.
[Full Text][Citation analysis]		paper0
2025The Network Effects of the EU Carbon Border Adjustment Mechanism with a Quantitative Trade Model In: Papers.
[Full Text][Citation analysis]		paper0
2025Seeing Through Green: Text-Based Classification and the Firms Returns from Green Patents In: Papers.
[Full Text][Citation analysis]		paper0
2012Global Value Chains during the Great Trade Collapse: A Bullwhip Effect? In: Working papers.
[Full Text][Citation analysis]		paper96
2012Global Value Chains During the Great Trade Collapse: A Bullwhip Effect?.(2012) In: CEP Discussion Papers.
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2012Global value chains during the great trade collapse: a bullwhip effect?.(2012) In: Working Paper Series.
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2012Global value chains during the great trade collapse: a bullwhip effect?.(2012) In: LSE Research Online Documents on Economics.
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This paper has nother version. Agregated cites: 96		paper
2020Cohesion Policy Meets Heterogeneous Firms In: Journal of Common Market Studies.
[Full Text][Citation analysis]		article14
2018Cohesion Policy Meets Heterogeneous Firms.(2018) In: Working Papers.
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This paper has nother version. Agregated cites: 14		paper
2018Cohesion Policy Meets Heterogeneous Firms.(2018) In: wiiw Working Papers.
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This paper has nother version. Agregated cites: 14		paper
2021Business groups as knowledge-based hierarchies of firms In: CEP Discussion Papers.
[Full Text][Citation analysis]		paper8
2021Business groups as knowledge-based hierarchies of firms.(2021) In: LSE Research Online Documents on Economics.
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This paper has nother version. Agregated cites: 8		paper
2017The ‘Smile Curve’: where Value is Added along Supply Chains In: Development Working Papers.
[Full Text][Citation analysis]		paper10
2017The Smile Curve: where Value is Added along Supply Chains.(2017) In: Working Papers.
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This paper has nother version. Agregated cites: 10		paper
2022A neural network ensemble approach for GDP forecasting In: Journal of Economic Dynamics and Control.
[Full Text][Citation analysis]		article12
2021A Neural Network Ensemble Approach for GDP Forecasting.(2021) In: Working Papers.
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This paper has nother version. Agregated cites: 12		paper
2018The smile curve at the firm level: Where value is added along supply chains In: Economics Letters.
[Full Text][Citation analysis]		article44
2017Organizing the global value chain: A firm-level test In: Journal of International Economics.
[Full Text][Citation analysis]		article50
2015Organizing the Global Value Chain: a firm-level test.(2015) In: Working Papers.
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2015Organizing the Global Value Chain: a firm-level test.(2015) In: Working Papers.
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2008Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms In: Papers.
[Citation analysis]		paper16
2014Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms.(2014) In: Rivista italiana degli economisti.
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This paper has nother version. Agregated cites: 16		article
2010Assessing the Competitive Behaviour of Firms in the Single Market: A Micro-based Approach In: European Economy - Economic Papers 2008 - 2015.
[Full Text][Citation analysis]		paper10
2013The Invisible Role of Business Groups is made Evident In: Review of Environment, Energy and Economics - Re3.
[Full Text][Citation analysis]		article0
2016Access to Medicines and European Market Integration In: Working Papers.
[Full Text][Citation analysis]		paper1
2020Machine Learning for Zombie Hunting. Firms Failures and Financial Constraints. In: Working Papers.
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2017Global ownership and corporate control networks In: Working Papers.
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2017The Organization of Global Supply Networks In: Working Papers.
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2017Does corporate control matter to financial volatility? In: Working Papers.
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2020Backward and Forward Integration Along Global Value Chains In: Review of Industrial Organization.
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2014The price of pharmaceutical products in Italy. On some recent trends In: Mercato Concorrenza Regole.
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2019Heterogeneous Firms and the North–South Divide in Italy In: Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti.
[Full Text][Citation analysis]		article3
2023Navigating Uncertainty: Multinationals’ Investment Strategies after the Pandemic Shock In: Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti.
[Full Text][Citation analysis]		article1
2021Resilience and Digital Disruption In: SpringerBriefs in Business.
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2021Introduction In: SpringerBriefs in Business.
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2021Digital Technologies and Industrial Transformations In: SpringerBriefs in Business.
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2021Participation in Global Supply Chains and the Offshorability of Italian Jobs In: SpringerBriefs in Business.
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2021Digital Manufacturing and the Transformation of the Automotive Industry In: SpringerBriefs in Business.
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2021The Way Ahead Towards Advanced Automation: Policy Implication for Core Italian Manufacturing Regions In: SpringerBriefs in Business.
[Citation analysis]		chapter0
2022COVID-19, social distancing and guests preferences: impact on peer-to-peer accommodation pricing In: Current Issues in Tourism.
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2017Monthly Report No. 9/2017 In: wiiw Monthly Reports.
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2020Monthly Report No. 03/2020 In: wiiw Monthly Reports.
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2025Harnessing FDI for innovation and green growth in the EU: Some evidence-based policy recommendations In: wiiw Policy Notes.
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2025FDI and innovation dynamics: The role of foreign corporate groups and technological pathways in domestic green innovation In: wiiw Working Papers.
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