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Multiskilled labor force: a discussion of this missing link of lean construction in Brazilian companies

Mão-de-obra polivalente: uma discussão desse elo perdido da lean construction em empresas brasileiras

Abstract

Multiskilled labor is a ubiquitous concept and its adoption is suggested in various production approaches such as sociotechnical systems, cellular arrangements and, most notably, related to Lean Production, as it provides flexibility to the work environment. This research work aimed at identifying the extent of the use of multiskilling in a sample of Brazilian construction sites. A survey was conducted comprising variables such as reasons for simultaneous use of specialized and multiskilled labor. A total of 191 valid questionnaires were returned. Statistical analyses point out that it is common to employ both specialized and multiskilled labor in the majority of sites. Furthermore, multiskilling and subcontracting are concomitant flexible strategies to accommodate labor provision on site. The share of multiskilling is greater than reported in academic works, the number of skills is as restricted as in literature propositions and the size of the building firm is determinant of the share of multiskilled labor in the total workforce. This research work concludes that: work flexibility may be obtained with different strategies (multiskilled; specialized and multiskilled; subcontracting); employing only specialized trades is not a dominant culture on building sites.

Keywords:
Building sites; Multi-skilled workforce; Specialized labor; Size of building sites; Multiskilling; Subcontracting; Work organization

Resumo

Polivalência é um elemento sugerido em várias abordagens de produção, como a produção enxuta, pois promove flexibilidade. Esta pesquisa objetivou identificar o alcance da polivalência em uma amostra de obras brasileiras. Um questionário foi aplicado buscando levantar variáveis como razões para a simultaneidade entre especialistas e polivalentes, com um total de 191 respostas válidas. Análises estatísticas apontaram que é comum o emprego simultâneo de polivalentes e especialistas na maioria dos canteiros. Além disso, polivalentes e subcontratados compõem uma estratégia concomitante para prover flexibilidade. A propoção de polivalentes é maior do que em outros estudos, o número de habilidades em polivalentes corrobora com a bibliografia e o porte da empresa é determinante para essa proporção em relação a toda a mão de obra. Essa pesquisa concluiu que: a flexibilidade pode ser obtida por diferentes estratégias (polivalência, especialização e polivalência, subcontratação) e empregar apenas especialistas não é uma prática dominante nos canteiros de obras.

Palavras-chave:
Canteiros de obras; Polivalentes; Especialistas; Tamanho dos canteiros de obras; Polivalência; Subcontratação; Organização do trabalho

Introduction

One of the greatest challenges faced by all industries is fitting labor skills to job demands (NASIRIAN; ARASHPOUR; ABBASI, 2019NASIRIAN, A.; ARASHPOUR, M.; ABBASI, B. Critical literature review of labor multiskilling in construction. Journal of Construction Engineering and Management ,v. 145, n. 1. p. 04018113, 2019. ). In the Fordist era, the division of labor was structured around a production line. In Taylorism, specialized and best-fit workers were central concepts (CROWLEY et al., 2010CROWLEY, M. et al. Neo-Taylorism at work: occupational change in the post-Fordist Era. Social Problems, v. 57, n. 3, p. 421-447, 2010.; SOUSA; SANTOS, 2017SOUSA, J. C.; SANTOS, A. C.B. A psicodinâmica do trabalho nas fases do capitalismo: análise comparativa do taylorismo-fordismo e do toyotismo nos contextos do capitalismo burocrático e do capitalismo flexível. Revista de Ciências da Administração, v. 23, n. 1, p. 186-216, 2017.). During the 1950s, work division and production systems were strongly affected by lean production concepts and efficiency improvements reached unprecedented levels. Toyota, for example, increased profitability after the implementation of its production system aiming at waste reduction, changing old labor arrangements (e.g., high specialization in job allocation) and replacing them with innovative practices (OHNO, 1978OHNO, T. O sistema Toyota de produção: além da produção em larga escala. Porto Alegre: Bookman, 1978.). Production systems of the automobile industry were strongly impacted by the insertion of lean production concepts, taking the efficiency of this industry to a new level (WOMACK; JONES; ROOS, 2004WOMACK, J. P.; JONES, D.T.; ROOS, D. A máquina que mudou o mundo. Rio de Janeiro: Elsevier , 2004.). Ohno (1978)OHNO, T. O sistema Toyota de produção: além da produção em larga escala. Porto Alegre: Bookman, 1978. studied automotive factories operating in the 1940s and found that the idea of an operator working on many different types of machines was already at that time a cornerstone for the optimization of factory resources. Ohno (1978)OHNO, T. O sistema Toyota de produção: além da produção em larga escala. Porto Alegre: Bookman, 1978. noted that the main obstacle was the traditional mentality focused on the specialization of the workforce, which means that the factory needed as many different workers as different machines that were in operation.

About fifty years later, Koskela (1992)KOSKELA, L. Application of new production philosophy to construction. Stanford: Universidade de Stanford, 1992. proposed an adaptation of lean production concepts to enhance efficiency in the building construction industry. Koskela (1992)KOSKELA, L. Application of new production philosophy to construction. Stanford: Universidade de Stanford, 1992. indicated how lean principles could be implemented in the construction sector, e.g., aiming at reducing non-value-adding activities, variability, and cycle time, while increasing output flexibility. Multiskilling was encouraged as it goes in line with such aims. A reduction in the number of process steps and parts would also help to decrease demands on different operatives’ skills. In parallel, some authors proposed multiskilling adoption in construction sites, as reviewed as follows. Notwithstanding, this early association between both concepts, multitasking and lean practices have been taken as separate strategies (BAYRAKTAR et al., 2011BAYRAKTAR, M. E. et al. Decision tool for selecting the optimal techniques for cost and schedule reduction in capital projects. Journal of Construction Engineering and Management , v. 137, n. 9, p. 645-655, 2011.).

Multiskilled labor, according to Burleson et al. (1998, p. 480)BURLESON, R.C. et al. Multiskilled labor utilization strategies in construction. Journal of Construction Engineering and Management , v. 124, n. 6, p. 480-489, 1998., is a kind of workforce with operatives “[…] unrestricted by traditional job descriptions or work boundaries […]”, i.e., able to work on tasks related to different professions within the same project. An example of multiskilling is an individual who can works as a carpenter and also as a bricklayer. This paper is focused on multiskilled labor as an individual characteristic of single workers, but this concept can embrace also multiskilled workgroups.

Furthermore, there are other strategies for workforce flexibility like subcontracting. According to Jungles (1980)JUNGLES, A. E. Meios de trabalho e o processo produtivo na habitação. Florianópolis, 1980. Dissertação (Mestrado em Engenharia de Produção) - Programa de Pós-graduação em Engenharia de Produção, Universidade Federal de Santa Catarina, Florianópolis, 1980., subcontracting is used in specific services or to cope with growing labor demands. Notwithstanding, Melles (1997)MELLES, B. What do we mean by lean production in construction? Lean Construction. Rotterdã: A. A Balkema., 1997. reported examples of Dutch housing construction companies which increased efficiency when the subcontracted workforce was replaced by multiskilled workgroups. The same author indicated that full implementation of multiskilling has led to radical changes in organization and that some companies did not have the “attitude to accomplish these innovative undertakings”.

More recently, authors like Nasirian et al. (2022)NASIRIAN, A. et al. Multiskilled workforce planning: a case from the construction industry. Journal of Construction Engineering and Management , v. 148, n. 5, p. 04022021-1-04022021-17, 2022. devoted their research effort to multiskilling. These authors conducted a simulation with data for an off-site construction factory to define a better model for workforce allocation. Barkokebas, Al-Hussein and Hamzeh (2023)BARKOKEBAS, B.; AL-HUSSEIN, M.; HAMZEH, F. Assessment of digital twins to reassign multiskilled workers in offsite construction based on lean thinking. Journal of Construction Engineering and Management, v. 149, n. 1, p. 04022143-1-04022143-17, 2023. also studied multiskilling in off-site construction factories, especially in connection to the reassignment of a multiskilled workforce in a digital twin environment.

As demonstrated by Pereira (2003)PEREIRA, S. R. Os subempreiteiros, a tecnologia construtiva e a gestão dos recursos humanos nos canteiros de obras de edifícios. São Paulo, 2003. Dissertação (Mestrado em Engenharia Civil) - Escola Politécnica, Universidade de São Paulo, São Paulo, 2003. , on the other hand, there are construction companies that argue in favor of specialization as a strategy. Single-skill workers or specialized workers have only one traditional job descriptionand boundaries for what they are supposed to perform are clearly set. Their view is that specialists are more attractive to builders or subcontractors because they allegedly have better productivity and quality standards. In addition, Maia (1995MAIA, M. A. M. A prática do just in time na construção de edifícios. Revista Tecnologia Fortaleza,n. 16, p. 9-14, 1995.) reported that an educational training program focused on multiskilling might be needed for its implementation, as it is not a concept that would emerge naturally on construction sites, through traditional on the job training.

Researches like Lima (1995)LIMA, I. S. Qualidade de vida no trabalho na construção de edificações: avaliação do nível de satisfação dos operários de empresas de pequeno porte. Florianópolis, 1995. Tese (Doutorado em Engenharia de Produção) - Programa de Pós-graduação em Engenharia de Produção, Universidade Federal de Santa Catarina, Florianópolis, 1995. , Dalcul, Oliveira and Ruas (1997)DALCUL, A. L. P. da C.; OLIVEIRA, M.; RUAS, R. L. Organização do trabalho: estudo de caso com empresas da construção civil de Santa Maria/RS. REAd: Revista Eletrônica de Administração, v. 3, n. 2, p. 1-22, jul./ago. 1997., Pereira (2003)PEREIRA, S. R. Os subempreiteiros, a tecnologia construtiva e a gestão dos recursos humanos nos canteiros de obras de edifícios. São Paulo, 2003. Dissertação (Mestrado em Engenharia Civil) - Escola Politécnica, Universidade de São Paulo, São Paulo, 2003. and Biesek (2008)BIESEK, G. Avaliação de desempenho de subempreiteiros na gestão da cadeia de suprimentos da construção civil. Porto Alegre, 2008. Dissertação (Mestrado em Engenharia Civil) - Escola de Engenharia, Programa de Pós-Graduação em Engenharia Civil, Universidade Federal do Rio Grande do Sul, Porto Alegre, 2008. have compared the alternative of use of specialists or multiskilled labor force. As they are based on small samples, conclusions are of little value, despite their methodological efforts.

Maturana, Alarcón and Deprez (2003)MATURANA, S.; ALARCÓN, L.F.; DEPREZ, M. Modeling the impact of multiskilling and concrete batch size in multi-story buildings. In: Annual conference of the international group for lean construction, 11., Virginia, 2003. Anais [...]Virginia: IGLC, 2003., Korb et al. (2019)KORB, S. et al. Evaluating multiskilling in residential construction projects using regional industry simulation. In: Annual conference of the international group for lean construction, 27., Dublin, 2019. Anais [...] Dublin: IGLC, 2019., Nasirian et al. (2019a)NASIRIAN, A. et al. Set configuration in prefabricated construction: hybrid optimization and multicriteria decision-making approach. Journal of Construction Engineering and Management ,v. 145, n. 9, p. 04019050-1-04019050-16, 2019a., 2019bNASIRIAN, A. et al. Optimal work assignment to multiskilled resources in prefabricated construction. Journal of Construction Engineering and Management ,v. 145, n. 4, p. 04019011, 2019b., 2022NASIRIAN, A. et al. Multiskilled workforce planning: a case from the construction industry. Journal of Construction Engineering and Management , v. 148, n. 5, p. 04022021-1-04022021-17, 2022.), Korb and Sacks (2021)KORB, S.; SACKS, R. Agent-based simulation of general contractor-subcontractor interactions in a multiproject environment. Journal of Construction Engineering and Management ,v. 147, n. 1, p. 04020151-1-04020151-18, 2021. and Barkokebas, Al-Hussein and Hamzeh (2023BARKOKEBAS, B.; AL-HUSSEIN, M.; HAMZEH, F. Assessment of digital twins to reassign multiskilled workers in offsite construction based on lean thinking. Journal of Construction Engineering and Management, v. 149, n. 1, p. 04022143-1-04022143-17, 2023.) addressed multiskilling through simulation scenarios. They compare operational parameters such as work duration, productivity and final due dates imposing several theoretical quantitative attributes for multiskilled labor as compared to specialized one. The actual evidence on these operational parameters is hard to find in practical terms, what confines this sort of research work to just a theoretical exercise.

Literature on the Brazilian state-of-the-art for multiskilling is controversial. Pereira’s (2003)PEREIRA, S. R. Os subempreiteiros, a tecnologia construtiva e a gestão dos recursos humanos nos canteiros de obras de edifícios. São Paulo, 2003. Dissertação (Mestrado em Engenharia Civil) - Escola Politécnica, Universidade de São Paulo, São Paulo, 2003. research highlighted that both companies and workers under investigation prefer specialization: companies because they faced bureaucratic difficulties when tasks are paid and workers because they preferred to choose their favorite jobs. On the other hand, Mutti (1995)MUTTI, C. do N. Treinamento de mão de obra na construção civil: um estudo de caso. Florianópolis, 1995. Dissertação (Mestrado em Engenharia Civil) - Programa de Pós-Graduação em Engenharia Civil, Universidade Federal de Santa Catarina, Florianópolis, 1995. took a view from the workers’ perspective, stating that the availability of multiskilling opportunities is positive for operatives’ professional growth. One of the first steps to pursue in this academic field is to assure that multiskilling is feasible and worthwhile as an operational strategy for the Brazilian scenario. Due to evidence raised up to the current date, further work can be directed to the synergy between multiskilling and other managerial stakes, such as lean construction, quality, productivity, motivation, labor satisfaction and quality of jobs offered by the construction industry.

As a macro strategy for the building sector, a number of different questions and variables are brought to the discussion. An ideal share of specialized and multiskilled labor might be investigated. Gomar, Haas and Morton (2002)GOMAR, J. E.; HAAS, C. T.; MORTON, D. P. Assignment and allocation optimization of partially multiskilled workforce. Journal of Construction Engineering and Management ,v. 128, n. 2, p. 103-109, 2002. studied the optimal ratio between multiskilled and specialists at construction sites, that present limits that may be broader or more restrictive (less proportion of multiskilled in mixed teams). Maia (1995)MAIA, M. A. M. A prática do just in time na construção de edifícios. Revista Tecnologia Fortaleza,n. 16, p. 9-14, 1995. argued that multiskilling implementation needs professional education in a formal way. Moreover, specialized and multiskilling might be significantly different in terms of how extensive they might be.

Furthermore, on the applicability of multiskilled or specialized labor according to different subsectors of the construction industry, Nasirian et al. (2022)NASIRIAN, A. et al. Multiskilled workforce planning: a case from the construction industry. Journal of Construction Engineering and Management , v. 148, n. 5, p. 04022021-1-04022021-17, 2022. and Barkokebas, Al-Hussein and Hamzeh (2023)BARKOKEBAS, B.; AL-HUSSEIN, M.; HAMZEH, F. Assessment of digital twins to reassign multiskilled workers in offsite construction based on lean thinking. Journal of Construction Engineering and Management, v. 149, n. 1, p. 04022143-1-04022143-17, 2023. exemplify research work directed to off-site construction, while sectors like residential, commercial or infrastructure projects are still in need of greater academic efforts.

Within this context, the aim of this research was to identify the extent of the use of multiskilling and related variables on a sample of Brazilian construction sites. To fully attend this aim, specific aims were defined:

  1. to identify proportions between multiskilled and specialists’ labor;

  2. to classify flexibility strategies and possible preemptions; and

  3. to characterize learning skill mechanisms under actual operation and their possible differences for specialized and multiskilled workforce.

Such specific objectives are suggested in the literature review; this is a relevant condition pointed out by Waslawick (2009)WASLAWICK, R. S. Metodologia de pesquisa para ciência da computação. Rio de Janeiro: Elsevier, 2009. for the results’ validity.

Literature review

Studies show that a number of operational variables are positively influenced by a multiskilled workforce. Construction management authors (MATURANA; ALARCÓN; DEPREZ, 2003MATURANA, S.; ALARCÓN, L.F.; DEPREZ, M. Modeling the impact of multiskilling and concrete batch size in multi-story buildings. In: Annual conference of the international group for lean construction, 11., Virginia, 2003. Anais [...]Virginia: IGLC, 2003.; CUPERUS; WAMELINK; RESODIHARDJO, 2010CUPERUS, Y.; WAMELINK, H.; RESODIHARDJO, G. Reducing fit-out time in a netherlands housing project. In: ANNUAL CONFERENCE OF THE INTERNATIONAL GROUP FOR LEAN CONSTRUCTION, 18., Haifa, 2010. Anais [...] Haifa: IGLC, 2010.; KORB et al. 2019KORB, S. et al. Evaluating multiskilling in residential construction projects using regional industry simulation. In: Annual conference of the international group for lean construction, 27., Dublin, 2019. Anais [...] Dublin: IGLC, 2019.) are in agreement with Ohno (1978)OHNO, T. O sistema Toyota de produção: além da produção em larga escala. Porto Alegre: Bookman, 1978. regarding the potential for resource optimization through the use of multiskilled labor. Yu et al. (2009)YU, H. et al. Development of Lean model for house construction using value stream mapping. Journal of Construction Engineering and Management ,v. 135, n.8, p. 782-790, 2009. addressed the possibility of reducing lead time with multiskilling, as each specialized fragmented task leads to a different set of equipment and skills, avoiding the need of a greater number of employees. Work flow can be improved due to the fact that with a multiskilled workforce there are less transitions from one operative to the other and each worker takes on more tasks for a given work package (YU et al., 2009YU, H. et al. Development of Lean model for house construction using value stream mapping. Journal of Construction Engineering and Management ,v. 135, n.8, p. 782-790, 2009.).

Maturana, Alarcón and Deprez (2003)MATURANA, S.; ALARCÓN, L.F.; DEPREZ, M. Modeling the impact of multiskilling and concrete batch size in multi-story buildings. In: Annual conference of the international group for lean construction, 11., Virginia, 2003. Anais [...]Virginia: IGLC, 2003. proposed a simulation model for the reduction of idle time, partially calibrating their data with actual site performance. The results indicated a 14 % decrease in the required workforce and a shorter construction time (6 % reduction) when using a 30 % multiskilled workforce instead of a team 100 % made of specialists. Korb et al. (2019)KORB, S. et al. Evaluating multiskilling in residential construction projects using regional industry simulation. In: Annual conference of the international group for lean construction, 27., Dublin, 2019. Anais [...] Dublin: IGLC, 2019. also used simulation but studied a low-income housing project in the US carried out by multiskilled workers. Reported time-savings with a multiskilled workforce were up to 27.2 %. Cuperus, Wamelink and Resodihardjo (2010)CUPERUS, Y.; WAMELINK, H.; RESODIHARDJO, G. Reducing fit-out time in a netherlands housing project. In: ANNUAL CONFERENCE OF THE INTERNATIONAL GROUP FOR LEAN CONSTRUCTION, 18., Haifa, 2010. Anais [...] Haifa: IGLC, 2010. conducted a pilot project on Dutch dwellings, comparing specialized and multiskilled teams while working in the same housing construction design. With the use of multiskilling, the project duration was reduced from 35 to 11-19 days.

Sacks, Esquenazi and Goldin (2007)SACKS, R.; ESQUENAZI, A.; GOLDIN, M. LEAPCON: simulation of Lean Construction of high-rise apartment buildings. Journal of Construction Engineering and Management ,v. 133, n. 7, p. 529-539, 2007. put forward research results on the application of multiskilling and lean construction to high-rise apartment buildings. The authors showed that multiskilling must be combined with other lean techniques such as pull flow and reduced batch size and a good workforce allocation method to achieve a time-cycle reduction and avoid the need for reworking. In addition, if multiskilling is not properly implemented, negative effects in terms of project cash flow may arise (SACKS; ESQUENAZI; GOLDIN, 2007SACKS, R.; ESQUENAZI, A.; GOLDIN, M. LEAPCON: simulation of Lean Construction of high-rise apartment buildings. Journal of Construction Engineering and Management ,v. 133, n. 7, p. 529-539, 2007.).

Fini et al. (2017)FINI, A. A. F. et al. Job assignment based on brain demands and human resource strategies. Journal of Construction Engineering and Management ,v. 143, n. 5, p. 04016123-1-04016123-16, 2017. and Hegazy et al. (2000)HEGAZY, T. et al. Algorithm for scheduling with multiskilled constrained resources. Journal of Construction Engineering and Management ,v. 126, n. 6, p. 414-421, 2000. highlight the relation between multiskilling in labor allocation and project results, with positive effects such as better training of young workers in multiskilled teams and reduction in project delays when resources are scarce. When a workgroup has a mix of personnel, an important factor to be considered is the proportion of multiskilled to single-skilled workers (FINI et al., 2016FINI, A. A. F. et al. Incorporating multiskilling and learning in the optimization of crew composition. Journal of Construction Engineering and Management , v. 142, n. 5, p. 04015106, 2016 .). Gomar, Haas and Morton (2002)GOMAR, J. E.; HAAS, C. T.; MORTON, D. P. Assignment and allocation optimization of partially multiskilled workforce. Journal of Construction Engineering and Management ,v. 128, n. 2, p. 103-109, 2002. concluded that, regarding economic aspects of the use of mixed labor resources, proportions greater than 20 % of multiskilled workers generate only marginal benefits to contractors, and more than two or three crafts provide marginal benefits (in terms of salaries and productivity) for the operatives. According to Burleson et al. (1998)BURLESON, R.C. et al. Multiskilled labor utilization strategies in construction. Journal of Construction Engineering and Management , v. 124, n. 6, p. 480-489, 1998., there are benefits (e.g., reduction in labor and project costs, increased employment duration, and others) associated with the adoption of dual-skill or four-skill-helper workers. Similar results have been reported by Nasirian et al. (2019a)NASIRIAN, A. et al. Set configuration in prefabricated construction: hybrid optimization and multicriteria decision-making approach. Journal of Construction Engineering and Management ,v. 145, n. 9, p. 04019050-1-04019050-16, 2019a., who carried out a study on the use of multiskilling in simulations with different strategies applied to offsite construction. They found that two or three skill strategies would be similar to the four-skill-helper strategy, in terms of advantages or disadvantages. The authors also concluded that multiskilling is aligned with the ISO 9000 standard regarding investment in technical teams, because it provides professional growth. According to Mutti (1995)MUTTI, C. do N. Treinamento de mão de obra na construção civil: um estudo de caso. Florianópolis, 1995. Dissertação (Mestrado em Engenharia Civil) - Programa de Pós-Graduação em Engenharia Civil, Universidade Federal de Santa Catarina, Florianópolis, 1995. and to Dalcul, Oliveira and Ruas (1997)DALCUL, A. L. P. da C.; OLIVEIRA, M.; RUAS, R. L. Organização do trabalho: estudo de caso com empresas da construção civil de Santa Maria/RS. REAd: Revista Eletrônica de Administração, v. 3, n. 2, p. 1-22, jul./ago. 1997., this professional growth is explained by the fact that this sort of labor remains longer in each construction site, avoiding dismissals and new hirings as usual in the building industry.

Hegazy et al. (2000)HEGAZY, T. et al. Algorithm for scheduling with multiskilled constrained resources. Journal of Construction Engineering and Management ,v. 126, n. 6, p. 414-421, 2000. observed that only a few studies on simulation had been published at the time of their research. More recently, Nasirian et al. (2019a)NASIRIAN, A.; ARASHPOUR, M.; ABBASI, B. Critical literature review of labor multiskilling in construction. Journal of Construction Engineering and Management ,v. 145, n. 1. p. 04018113, 2019. , 2019bNASIRIAN, A. et al. Optimal work assignment to multiskilled resources in prefabricated construction. Journal of Construction Engineering and Management ,v. 145, n. 4, p. 04019011, 2019b.) again explore simulation methods showing good comparative results in terms of productivity. The authors experienced with multiskilling in an Australian company that produced prefabricated modular bathrooms. In addition, Fini et al. (2018)FINI, A. A. F. et al. Dynamic programming approach toward optimization of workforce planning decisions. Journal of Construction Engineering and Management , v. 144, n. 2, p. 04017113-1-04017113-14, 2018. recommended the use of strategies such as multiskilling to normalize problematic admissions/dismissalson building sites, as related to low-skilled inexperienced workers. Additionally, the correct allocation and composition of teams during the planning phaseto achieve a multiskilling implementation success is paramount according to Haas et al. (2001)HAAS, C. T. et al. Implementing a multiskilled workforce. Construction Management and Economics, v. 19, n. 6, p. 633-641, 2001.. These authors maintain that site planning is different when there are only specialists or mixed teams (both specialists and multiskilled).

Adopting as a strategy at the building company corporate framework, multiskilling might be advantageous to offset variable demand at the contractual level as highlighted by Haas et al. (2001)HAAS, C. T. et al. Implementing a multiskilled workforce. Construction Management and Economics, v. 19, n. 6, p. 633-641, 2001., again minimizing hires and layoffs as related to the whole company staff. On the other hand, Fini et al. (2017)FINI, A. A. F. et al. Job assignment based on brain demands and human resource strategies. Journal of Construction Engineering and Management ,v. 143, n. 5, p. 04016123-1-04016123-16, 2017. cited multiskilling to solve skill demand problems within the company. The authors used simulation, and considered multiskilled workers in charge of formwork and concreting operation tasks.

Cell concepts are used in production processes in which workers are preferably multiskilled, being able to perform activities on different machines and equipment. The physical arrangement resulting from this approach provides more flexibility to the production system, and also reduces costs and production times. The use of the cell concept in construction and its association with multiskilling was addressed by Korb and Sacks (2021)KORB, S.; SACKS, R. Agent-based simulation of general contractor-subcontractor interactions in a multiproject environment. Journal of Construction Engineering and Management ,v. 147, n. 1, p. 04020151-1-04020151-18, 2021., through simulations, taking into account comparatively to the alternative recourse of subcontracting. Moser and Santos (2003)MOSER, L.; SANTOS, A. dos. Análise dos impactos da adoção de célula de manufatura como estratégia de implementação da Lean Production. In: ENCONTRO NACIONAL DE ENGENHARIA DE PRODUÇÃO, 23., São José dos Campos, 2003. Anais [...] São José dos Campos: ABEPRO, 2003. applied the manufacturing cell concept to the drywall construction process, with a multiskilling team, resulting in an increase in flexibility in terms of workforce allocation and a reduction in activities related to inspection. All members in a manufacturing cell have the knowledge related to the myriad of tasks that a cell is supposed to perform and they could not do more than only one function, and also help other employees in their activities and in quality control. Reductions in waiting times were also reported. Flexibility in workforce allocation is a characteristic of sociotechnical resilience (GERSONIUS; ASHLEY; ZEVENBERGEN, 2012GERSONIUS, B.; ASHLEY, R.; ZEVENBERGEN, C. The identity approach for assessing socio-technical resilience to climate change: example of flood risk management for the Island of Dordrecht. Natural Hazards and Earth System Sciences, v. 12, p. 2139-2146, 2012.; TANTRI; AMIR, 2019TANTRI, F.; AMIR, S. Modeling a simulation for sociotechnical resilience. Complexity, v. 2019, p. 7950629-1-7950629-11, 2019.).

According to Leveson (2006)LEVESON, N. A. New accident model for engineering safer systems. Safety Science, n. 42, v. 4, p. 237-270, 2006., resilience is the ability of the system to adapt to circumstances, maintaining control over a property of the system. In the present research work, a system property might be production stability. i.e., availability of multiskilled workers could maintain building works in progress while specialists are unavailable.

Improved working abilities can be obtained by formal training (on the job or at educational institutes) or relying on the sharing of experiences among the labor force. Bogado (2010)BOGADO, J. G. M. Análise da polivalência na construção civil por meio de treinamento por competências. Florianópolis, 2010. Tese (Doutorado em Engenharia Civil) - Programa de Pós-graduação em Engenharia Civil, Universidade Federal de Santa Catarina, Florianópolis, 2010. highlighted the importance of training construction workers to achieve multiskilling. In his research study, the workforce was divided into two groups: experimental and control. The group that underwent training achieved a performance 11 % higher than the group without training for multiskilling. Financial savings associated with human resources reached 10 %. Contrasting this notable improvement in productivity and quality, training required an investment of less than 1 % of the total construction costs.

Lean thinking has the potential to reduce or even mitigate problems associated with the variability inherent to the construction industry. This variability is observed not only due to the project design, generally unique, but also due to clients’ demands for customization, among other sources.

Changes in the design of housing units put an extra burden on planning and control of the building process. In this regard, Rocha, Kemmer and Meneses (2016)ROCHA, C. G.; KEMMER, S. L.; MENESES, L. Managing customization strategies to reduce workflow variations in house building projects. Journal of Construction Engineering and Management ,v. 142, n. 8, p. 05016005-1-05016005-12, 2016 . indicate that the restructuring of the work leads to the reduction of repetitive work lots and multiskilling can reduce the problems associated with the customization of housing units.

Despite the importance of using multiskilled labor to attend to the tenets of lean construction, it can be noted that few studies have been carried out to evaluate the application (reasons) or not (alternatives) of a multiskilled workforce in practical cases using samples with statistical validity. Simulation continues to be the main source of evidence on multiskilling advantages as pointed out by Cardoso, Abreu and Marchiori’s (2019)CARDOSO, G. C.; ABREU, J. P. M. de; MARCHIORI, F. F. Resultados obtidos com a aplicação da polivalência da mão de obra na construção civil: revisão sistemática. In: Simpósio brasileiro de gestão e economia da construção, 11., Porto Alegre, 2019. Anais [...] Porto Alegre: ANTAC, 2019. systematic review. (78 % of multiskilling evidences are reported nowadays based on this methodological approach). Recent research efforts linking lean production and multiskilling are found in Maturana, Alarcón and Deprez (2003)MATURANA, S.; ALARCÓN, L.F.; DEPREZ, M. Modeling the impact of multiskilling and concrete batch size in multi-story buildings. In: Annual conference of the international group for lean construction, 11., Virginia, 2003. Anais [...]Virginia: IGLC, 2003., Korb et al. (2019)KORB, S. et al. Evaluating multiskilling in residential construction projects using regional industry simulation. In: Annual conference of the international group for lean construction, 27., Dublin, 2019. Anais [...] Dublin: IGLC, 2019., Nasirian et al. (2019aNASIRIAN, A.; ARASHPOUR, M.; ABBASI, B. Critical literature review of labor multiskilling in construction. Journal of Construction Engineering and Management ,v. 145, n. 1. p. 04018113, 2019. , 2019bNASIRIAN, A. et al. Optimal work assignment to multiskilled resources in prefabricated construction. Journal of Construction Engineering and Management ,v. 145, n. 4, p. 04019011, 2019b.), and Korb and Sacks (2021)KORB, S.; SACKS, R. Agent-based simulation of general contractor-subcontractor interactions in a multiproject environment. Journal of Construction Engineering and Management ,v. 147, n. 1, p. 04020151-1-04020151-18, 2021..

A more encompassing view on the subject stems from different research approaches. Each method has assumptions, strengths and weaknesses (AZEVEDO et al., 2013AZEVEDO, C. E. F. et al. A Estratégia de triangulação: objetivos, possibilidades, limitações e proximidades com o pragmatismo. In: ENCONTRO DE APRENDIZAGEM E PESQUISA SOBRE ADMINISTRAÇÃO E CONTABILIDADE, 4, Brasília, 2013. Anais [...] Maringá: ANPAD, 2013.; TONG, 2019TONG, C. Statistical inference enables bad science; statistical thinking enables good science. TheAmerican Statistician. v. 73, n. 1, p. 246-261, 2019.). Case studies like in Pereira (2003)PEREIRA, S. R. Os subempreiteiros, a tecnologia construtiva e a gestão dos recursos humanos nos canteiros de obras de edifícios. São Paulo, 2003. Dissertação (Mestrado em Engenharia Civil) - Escola Politécnica, Universidade de São Paulo, São Paulo, 2003. , result in creative insights and deep analysis of a specific context, but, according to Voss, Tsikriktsis and Frohlich (2002, p. 195)VOSS, C.; TSIKRIKTSIS, N.; FROHLICH, M. Case research in operations management. International Journal of Operations & Production Management, v. 22, n. 2, p. 195-219, 2022. “[…] care is needed in drawing generalizable conclusions from a limited set of cases […]”. Simulations have more control in experiments and their operationalization is faster than case studies, but their applicability depends on the availability of practical data input (MEDEIROS; MOSER; SANTOS, 2014MEDEIROS, L. F. de; MOSER, A.; SANTOS, N. dos. A simulação computacional como técnica de pesquisa na administração. Revista Intersaberes, v.9, p. 441-459, jul./dez. 2014.). Research approaches apart case studies or simulation - such as statistical analysis on real data - may confirm or present new perspectives (AZEVEDO et al., 2013AZEVEDO, C. E. F. et al. A Estratégia de triangulação: objetivos, possibilidades, limitações e proximidades com o pragmatismo. In: ENCONTRO DE APRENDIZAGEM E PESQUISA SOBRE ADMINISTRAÇÃO E CONTABILIDADE, 4, Brasília, 2013. Anais [...] Maringá: ANPAD, 2013.; TONG, 2019TONG, C. Statistical inference enables bad science; statistical thinking enables good science. TheAmerican Statistician. v. 73, n. 1, p. 246-261, 2019.) on multiskilling knowledge as applied to the construction industry.

Method

Firstly, a review was conducted, focused on production systems and lean construction. Afterwards, a systematic bibliographic review on building construction multiskilling construction was carried out using the method described by Botelho, Cunha and Macedo (2011)BOTELHO, L. L. R; CUNHA, C. C. de A.; MACEDO, M. O método da revisão integrativa nos estudos organizacionais. Gestão e Sociedade. v. 5, n. 11, p. 121-136, 2011..

The survey method is considered an adequate method for this research work because, according to Forza (2002, p. 155)FORZA, C. Survey research in operations management: a process-based perspective. International Journal of Operations & Production Management,v. 22, n. 2, p. 152-194, 2002. , “[…] data collection is carried out with the specific aim of testing the adequacy of the concepts developed in relation to the phenomenon, of hypothesized linkages among the concepts.”. A study using statistical techniques (hypothesis testing with qualitative and quantitative variables) was carried out to understand the extent of use of multiskilling by building construction companies in Brazil. The research methodological steps are summarized in Figure 1.

The survey was designed as an exploratory study and deals with: research question proposition, survey design, questionnaire elaboration and pretest, data collection, quantitative and qualitative analysis. A research question indicates a survey design, encompassing two dimensions - measurement and representation (GROVES et al., 2011GROVES, R. M. et al. Survey methodology. New York: John Wiley & Sons, 2011.). Measurement reports to variables and their relations in connection to the research construct - “extent of multiskilling adoption”, while representation defines objects under investigation, namely the characteristics of construction companies in the sample. The following provides a description of variables, hypotheses, population, sample and data collection. Variables under investigation were classified according to Table 1.

Variables V1 to V6 gave rise to a questionnaire, including inquiries into building company size, number of multiskilled workers usually employed on a building site, use of subcontracting as a strategy, and qualitative aspects of decisions regarding multiskilling (an open question allowing participants to share their perceptions on multiskilling). An open question promoted better and enriched in insights.

Variables were suggested in multiskilling literature. The possibility of using simulation to evaluate possible managerial efforts by building companies was not deemed appropriate, according to what might be taken as the level of administrative sophistication for the majority of Brazilian firms. This follows Forza (2002)FORZA, C. Survey research in operations management: a process-based perspective. International Journal of Operations & Production Management,v. 22, n. 2, p. 152-194, 2002. ’s recommendation to adjust questions to what is deemed reasonable according to the respondent’s level of understanding.

Figure 1
Flow-chart showing the research procedure used in this study

Table 1
Variables under investigation from sample characterization or literature review on multiskilling

Prior to asking for a careful appreciation of questions on scrutiny, a multiskilling definition was produced based on Burleson et al. (1998)BURLESON, R.C. et al. Multiskilled labor utilization strategies in construction. Journal of Construction Engineering and Management , v. 124, n. 6, p. 480-489, 1998.. Emphasis was given to operational labor, unlike Sarohi, Shahhosseini and Banki (2020)SARIHI, M.; SHAHHOSSEINI, V.; BANKI, M. T. Multiskilled project management workforce assignment across multiple projects regarding competency. Journal of Construction Engineering and Management ,v. 146, n. 12, p. 04020134-1-04020134-12, 2020. and Shahbazi et al. (2019)SHAHBAZI, B. et al. Optimization of job allocation in construction organizations to maximize workers’ career development opportunities. Journal of Construction Engineering and Management , v. 145, v. 6, p. 04019036-1-04019036-12, 2019, whose work and questions deal with managerial staff. A non-probabilistic sample was used and respondents received the questionnaire link via messages in professional social networks (Linkedin). Prospective respondents must work as site managers or supervisors, and are supposedly acquainted with the labor force. Architects and engineers related to design teams were excluded from the sample.

Prospective respondents were first approached using a search string following the pattern: “Professional + city”; professional = “civil engineer”, “architect”, “industrial engineer”; city as Brazilian state capitals like “Porto Alegre” or “Salvador”. A snowball method was further used to obtain a satisfactory sample size, according to Freitas et al. (2000)FREITAS, H. et al. O método de pesquisa survey. Revista de Administração, v.35, p. 105-112, jul./set. 2000..

“City” was employed in order to have a representative sample of different Brazilian regions. Complementary checking about the sector of each company, its size and geographical spread of work in regional terms was conducted through data scrutiny in public repositories and companies’ websites.

The questionnaire remained open from November 2019 to September 2020. After removing blank or uncompleted questionnaires, duplicated, and possible inconsistent attitude towards thoughtful answers, 191 questionnaires were taken as valid out of 248 returns. Research objectives and its protocol were analyzed and approved according to ethical procedures demanded by the university hosting this research effort.

Statistical analysis of the average percentages was then carried out along with hypothesis testing (Table 2) using the software Microsoft Office Excel. The 191 sample provided a large enough number of cases to guarantee results statistical validity. Statistical saturation, as proposed by Freitas et al. (2000)FREITAS, H. et al. O método de pesquisa survey. Revista de Administração, v.35, p. 105-112, jul./set. 2000. and Forza (2002)FORZA, C. Survey research in operations management: a process-based perspective. International Journal of Operations & Production Management,v. 22, n. 2, p. 152-194, 2002. was also taken into account. The first author suggested samples of between 100 and 300 cases while the second proposed a range between 170 and 400 elements as probabilistically yielding the same results as the 191 sample. Notwithstanding, randomness criterion, as indicated the last author, was not investigated, due to the still scarce number of valid cases for this statistical task.

Respondents’ qualitative remarks were analyzed in order to draw additional insights on multiskilling usage. Research results were then discussed according to the literature review.

The sample composition is shown in Table 3.

Table 2
Hypothesis testing about multiskilling

Table 3
Sample characteristics

Results

Multiskilling as a percentage of the workforce

A significant amount of Brazilian construction companies have multiskilled workforce (Figure 2). In this sample, 36.13 % employed only specialists and 63.87 % had mixed teams composed of specialists and multiskilled workers. In companies with mixed teams, the proportions of employees who were specialists and multiskilled workers varied significantly; the average being 35.61 % multiskilled. Differences are significant for companies in residential construction (RES) and commercial-industrial-infrastructure (CIIN) with 33.02 % and 41.21 % respectively. These percentages illustrate a statistically significant difference, shown by a hypothesis test between two average numbers, based on the Student’s t-test (t = -50.25 < t critical = -1.98, 118 degrees of freedom, a significance level of 5 %. The null hypothesis of non-difference between two average numbers could be rejected). Thus percentages are significantly different. Multiskilling was on average greater than the 20 % threshold indicated by Gomar, Haas and Morton (2002)GOMAR, J. E.; HAAS, C. T.; MORTON, D. P. Assignment and allocation optimization of partially multiskilled workforce. Journal of Construction Engineering and Management ,v. 128, n. 2, p. 103-109, 2002. . Survey results also contrast with Yu et al. (2009)YU, H. et al. Development of Lean model for house construction using value stream mapping. Journal of Construction Engineering and Management ,v. 135, n.8, p. 782-790, 2009.: the majority of companies (Figure 2) were composed by mixed teams.

These values represent average percentages, but the proportion of multiskilled building construction employees in each company varies widely, as shown by the high dispersion in Figure 3 (considering only companies with multiskilling).

There is a tendency towards a reduction in the multiskilling rate when the number of employees on site increases. A linear regression model was proposed with a Pearson correlation coefficient (r) of -0.30. It confirms this reduction but indicates a weak linear relation. On testing the hypothesis of a linear correlation, the null hypothesis of non-correlation could be rejected (Student’s t-test, t = -38.17 < t critical = -1.98, 117 degrees of freedom, significance level of 5 %). Thus correlation exists and deserves further investigation.

Linear regression models were tested using the transformation of the dependent variable (percentage of multiskilled P, in decimal format) and independent variable (number of building works employees N). The best-linearized models (r²adjusted criterion) obtained using Infer32® software are shown in Equation 1 (linearized form) and in Equation 2 (non-linearized form):

ln P = - 0.09534 - 0.3426 ln N Eq. 1

P = e - 0.09534 - 0.3426 ln N Eq. 2

The dispersion graph and tendency line for the best-linearized regression model can be seen in Figure 4. This model has a high dispersion. Statistical analysis results for this linearization are given in Table 4.

Figure 2
Multiskilling percentages in Brazilian construction companies

Figure 3
Percentage of multiskilled versus total number of employees involved in the building work positions

Figure 4
Dispersion graph of ln (P) x ln (N) for the best linear regression model

Table 4
Linearization statistics

Pearson correlation coefficient (r) of -0.5829 for the linear model in Equation 1 indicates a moderate linear relationship between variables. Apparently, larger building construction companies have more repetitive work for single-skilled workers, but this is not sufficient to fully explain the level of multiskilling due to data dispersion.

Flexibility strategies

A different flexibility strategy is subcontracting, according to Jungles (1980)JUNGLES, A. E. Meios de trabalho e o processo produtivo na habitação. Florianópolis, 1980. Dissertação (Mestrado em Engenharia de Produção) - Programa de Pós-graduação em Engenharia de Produção, Universidade Federal de Santa Catarina, Florianópolis, 1980. and Melles (1997)MELLES, B. What do we mean by lean production in construction? Lean Construction. Rotterdã: A. A Balkema., 1997.. A large number of companies, 75.92 %, employ both their own and subcontracted labor. Just 15.18 % operate solely with subcontractors, while 8.90 % employ exclusively their own labor (employee-owned companies).Table 5 clarifies these statistics.

According to Table 5, subcontracting and multiskilling are strategies adopted in parallel, with the greatest number of companies in the sample adopting these two flexibility strategies in the production process. It was not possible ascertain the share of specialist and multiskilled labor for those companies reporting the use of only subcontracted labor. Moreover, it was not possible to provide meaningful statistics (Pearson Chi-Squared Test) comparing the share of specialist and mixed labor arrangements for those that either employ only own labor and own plus subcontracted one. This is due to the small number of employee-owned companies. Qualitatively, regardless of the presence or absence of subcontracting workers, the majority of the companies have a mixed workforce comprising specialists (single-skilled) and multiskilled workers.

Learning mechanisms for working abilities development

Most companies had workers with only informal training job experience, as shown in Table 6.

This data indicates that possibly both single-skilled and multiskilled workers have acquired their abilities based on job experiences with very little formal training. It was not possible to attest that multiskilled workers, employee-owned or subcontracted operatives, or different company sizes are associated with larger proportions of formal training. This is due to the small proportion of training (32 + 10 cases), which prevents further statistical analyses through data splitting between categories.

However, it can be said that, as expected, formal training is not common and might not be associated with larger proportions of work characteristics, like multiskilling, specialist, employee-owned or subcontracted labor in the Brazilian construction industry.

Qualitative analysis: benefits/disadvantages in multiskilling adoption

Respondents provided qualitative information on the use of multiskilled operatives, comprising a total of 136 insights for 191 questionnaires. In what follows, insights were classified according to Figure 5.

Table 5
Subcontracting versus multiskilling in Brazilian construction companies

Table 6
Where the job skills were learned

Figure 5
Frequency of insight categories

Positive aspects for multiskilling usage, were addressed in category (i), comprising 39.71 % out of 168 insights. Workers might face better employability, since smaller companies or construction works, do not have jobs for a large number of specialists for long periods. Multiskilled workers also promotes flexibility in the production process, allowing adjustments and coping with the lack of professionals due to absenteeism. Furthermore, survey participants related quality and good work performance due to multiskilled mastering of their different jobs. These are associated with a restricted number of different abilities, a fact that corroborates the recommendation in the literature of two to four competencies per professional.

Multiskilling contributes to job retention and development of workforce skills both through employers’ view, as stems from this research work, but also from the operative’s points of view. According to Karakhan, Gambatese and Simmons (2020)KARAKHAN, A. A.; GAMBATESE, J.; SIMMONS, D. R. Development of assessment tool for workforce sustainability. Journal of Construction Engineering and Management ,v. 146, n. 4, p. 04020017-1-04020017-11, 2020. multiskilling contributes to job retention and development abilities, corroborating with results of category (i).

Shortcomings or drawbacks regarding the use of a multiskilled labor force were analyzed according to category (ii), comprising 14.71 % of the total number of insights. Some employers question the quality of the services provided by multiskilled employees or believe that productivity might be better with specialists through the learning-effect process based on repetition. The limits of promoting flexibility in the allocation of labor is also mentioned in this category, notwithstanding the fact, as mentioned just by one respondent, that in the case of building maintenance and renovation (not included in the sample studied) flexibility of work allocation would be imperative.

Category (iii) accounts for 11.76 % of comments, relates to legislation and unions, which might be taken as a barrier to the greater adoption of multiskilled workers. Companies with a share of multiskilled labor do so without a legal framework, because there is no, as yet, such professional category supported by legislation. Labor building regulations do not allow deviations from a workers’ preregistered function. According to Tavares (2015)TAVARES, A. F. O desvio de função na construção civil. 2015. Available at: Available at: https://www.webartigos.com/artigos/o-desvio-de-funcao-na-construcao-civil/130838 . Access on: 06 Dec 2021.
https://www.webartigos.com/artigos/o-des...
and Araújo (2016)ARAÚJO, A.A. Desvio de função: o que fazer se esse é o seu caso. 2016. Available at: Available at: https://alvesaraujoadv.jusbrasil.com.br/artigos/385704326/desvio-de-funcao-o-que-fazer-se-for-seu-caso .Access on: 06 Jun 2021.
https://alvesaraujoadv.jusbrasil.com.br/...
, function deviation occurs when a worker is constantly performing a function for which he/she is not registered. This can generate differences in remuneration and even compensatory legal action, which has led to of concerns as expressed in the questionnaires.

On the other hand, the companies that use multiskilling make the point that legislation is illogical, because a construction site has many more different activities that the number of building operative categories that are officially listed at present. Modernization of the current labor legislation, with the inclusion of a suitable broad functional category, could offer legal safeguards to companies that adopt multiskilling, and allow the increased use of these professionals in companies concerned with employability.

The qualitative comments of the category (iv) correspond to 7.35 % of the answers, with criticisms related to the availability of labor and training. As presented in the previous section (Table 6), the training of Brazilian construction workers is based on site experience (87.43 %). This data corroborated with Mello and Amorim (2009)MELLO, L. C. B. B.; AMORIM, S. R. L. de. O subsetor de edificações da construção civil no Brasil: uma análise comparativa em relação à União Europeia e aos Estados Unidos. Produção, v. 19, n. 2, p. 388-399, 2009. about the low level of formal qualification of Brazilian workforce, in comparison with other places like Europe or United States.

Many respondents pointed out that there is not enough qualified labor to take over activities of more than one functional category. However, according to Srour, Kiomjian and Srour (2016)SROUR, F. J.; KIOMJIAN, D.; SROUR, I. M. learning curves in construction: a critical review and new model. Journal of Construction Engineering and Management ,v. 142, n. 4, p. 06015004-1-06015004-5, 2016 . , the choice of whether to implement multiskilling is a strategic decision made by the companies; i.e., it is not necessarily associated with (iv) lack of training for multiskilling or other issues covered by categories (i - positive aspects of multiskilling), (ii - considers limited advantages or mention drawbacks) and (iii - raises aspects regarding legislation and unions).

Other noteworthy comments, although less frequent, can be found in the category (v - other comments on various aspects). One remark explores work organization for commercial store renovation in shopping centers during night shifts, with different activities most of them in small quantities. Due to the lack of space and difficulties in providing continuity of work for specialized labor, small teams made off multiskilled staff is the proper work organization to face the difficulties of this sort of assignment. Moreover, group work provides support for the lack of usual daylight shifts supervision and ease of information gathering. This idea corroborates the concept of sociotechnical resilience presented by Leveson (2006)LEVESON, N. A. New accident model for engineering safer systems. Safety Science, n. 42, v. 4, p. 237-270, 2006., where the system can adapt itself to situations and unforeseen events, in this case through the human and technical abilities of a multiskilled work force.

Qualitative remarks were addressed to possible links between multiskilling and lean construction, this latter concept mastered through word-of-mouth acquaintance or incipient practice by site managers. Survey questions did not mention specifically lean as a building production approach, thus those remarks might be taken as spontaneous view on both concepts’ synergy. One director of a construction company mentioned the association between lean construction principles and multiskilling, due to his prior knowledge on the subject gained during training and in the course of professional activities. He stressed the need for changes in the national scene in order to promote multiskilling as a support to production improvements. According to him, lean construction is a possible strategy for a better construction industry. On the other hand, a number of respondents did not mention such possible relationship, even though they were in the course of applying lean principals and tools to their projects.

Discussions and implications

Multiskilling concepts and variables associated with their application have some key issues, part of them explored throughout this research work.

First, a bibliographic review was performed in order to know how this labor force management approach has been adopted over time in the construction industry. Initial concerns to be further clarified through literature are related, for example, to how far multiskilling spread as a common practice on building sites, as it now a long standing theoretical concept. Moreover, multiskilling might be taken as comprehensive domain of several building skills as craft based industry would require or just the development of one or two different abilities still in the field of work specialization. Site management might be faced with the extra burden of dealing with different work arrangements on their building sites, like when simultaneously employing specialist, multiskilled labor, own and subcontracted gangs or simplifying their administrative duties by employing just one kind of work arrangement. At the industry level, either individual companies or institutions might formally support training or reinforce the informal spread of knowledge from worker to worker: in either case, specialist, multiskilled or both kinds of apprenticeship might deserve greater attention.

Literature reveals that in the international scene, multiskilling was evaluated in individual sites, mostly through simulation, even though first notes on their practical use might be traced back at least to Melles (1997)MELLES, B. What do we mean by lean production in construction? Lean Construction. Rotterdã: A. A Balkema., 1997.. Brazilian research efforts concentrated in case studies ranging to six building companies (or building sites) at a time. This research work took a sample of almost two hundred building companies.

Research results indicated that multiskilling has been introduced over time (or was already previously adopted), as now more than 60 % of respondents stated a mixed labor force approach, including both multiskilled and specialist workforce on construction sites.

A flexible strategy, using simultaneously both multiskilled and specialist manpower should be carefully taken as an alternative, avoiding its exclusionary and preemptive as inferred by previous research work like Pereira (2003)PEREIRA, S. R. Os subempreiteiros, a tecnologia construtiva e a gestão dos recursos humanos nos canteiros de obras de edifícios. São Paulo, 2003. Dissertação (Mestrado em Engenharia Civil) - Escola Politécnica, Universidade de São Paulo, São Paulo, 2003. .

This research work found that multiskilling comprises a total labor force share of between 30 to 40%, what denies Gomar, Haas and Morton (2002)GOMAR, J. E.; HAAS, C. T.; MORTON, D. P. Assignment and allocation optimization of partially multiskilled workforce. Journal of Construction Engineering and Management ,v. 128, n. 2, p. 103-109, 2002. proposition that greater than a 20 % multiskilled workers have low benefits for companies. Notwithstanding, results demonstrates that this share varies from company to company and decreases as the size of the company increases. It remains to be investigated how different shares either help or hinder better operational performance in building projects.

Qualitative remarks pointed out that an excessive number of skills might be associated with worst workmanship and there should be, for most workers, a limited number of skills to be successfully incorporated to own’s array of competences. This corroborates with Gomar, Haas and Morton (2002)GOMAR, J. E.; HAAS, C. T.; MORTON, D. P. Assignment and allocation optimization of partially multiskilled workforce. Journal of Construction Engineering and Management ,v. 128, n. 2, p. 103-109, 2002. and Burleson et al. (1998)BURLESON, R.C. et al. Multiskilled labor utilization strategies in construction. Journal of Construction Engineering and Management , v. 124, n. 6, p. 480-489, 1998. suggesting the range of skills to be mastered by the workforce to be limited (dual-skill up to four-skill-helper workers).

On the job informal training is dominant. Most probably too much cannot be expected from this unstructured learning mechanism to get an adequate a multiskilled labor force, as cited by Maia (1995)MAIA, M. A. M. A prática do just in time na construção de edifícios. Revista Tecnologia Fortaleza,n. 16, p. 9-14, 1995..

The craft character of construction tasks, appointed by respondents, is a barrier to the adoption of multiskilling. The level of industrialization must be much higher, in order to have better results in multiskilling implementation. Multiskilling would be associated with multispecialization in a non-craft based industry, if this is the way construction industry development would pursue.

Finally, multiskilling (and also specialization) approaches could not be traced back to any work structuring model like Taylorism, Fordism or Lean Production. Less than 1 % of questionnaires replies made such connection. As far as multiskilling and lean production goes, it seems to be a missing link as noted by Borges (2018)BORGES, M. L. C. A aplicação da filosofia Lean Construction em empresas baianas: um estudo comparativo com o cenário brasileiro. Salvador, 2018. Dissertação (Mestrado em Engenharia Industrial) - Programa de Pós-graduação em Engenharia Industrial, Universidade Federal da Bahia, Salvador, 2018. . This author did not consider multiskilling as a positive indicator of lean management applications in building companies. According to him, that multiskilling is opposed to a specialist approach to labor employment, as dictated by Taylorism/Fordism, but is not associated with a more robust academic discipline, like Lean Production or Sociotechnical systems.

Conclusions

This research positively points out that multiskilling is currently being adopted in the construction industry in Brazil. On average, its share on total building site workforce is connected to the amount of labor employed: the larger the work force, the smaller the share of multiskilled labor and greater the amount of specialist one.

Despite being able to model multiskilled labor as a proportion of total manpower, on average results indicated a larger proportion than deemed suitable in the literature. This is to say that findings indicated as positive the presence of multiskilling, but it is necessary to investigate how it affects operational site indicators like the ones related to productivity and quality in new research venues.

While it does not get clear how this spontaneous presence of multiskilled labor affects the building industry and its initiatives to become more efficient, it is necessary to modernize labor regulations in order to safeguard companies adopting this labor organization strategy. Multiskilling should continue to be experienced until it becomes clear its advantages and shortcomings, but such experimental attitude towards different labor organization formats should not be hampered by legal considerations. It looks desirable to heap the benefits of multiskilling related to production flexibility and holding jobs for longer periods. On the other hand, this research work found that building companies without multiskilled workers maintain that specialists perform better in terms of productivity and quality, without the burden of increased training to master different skills. Notwithstanding, additional training, formally through institutional arrangements or on the job, is constantly mentioned as a must needed input for better construction.

It is not the kind of labor to be initially addressed, specialist or multiskilled, that is at stake, but a larger investment, as a whole, in building a new construction workforce. Although the respondents did not make explicit the link between multiskilling and the lean construction philosophy, it is envisioned that the lean construction and sociotechnical initiatives to labor organization are natural environments for an in depth appreciation of multiskilling benefits.

As future work, it is suggested to propose guidelines to manage multiskilling workforce based on a mix of approaches highlighted in the literature (lean, occupational safety and health, among others). In addition, based on the knowledge pointed out in this article, that the construction market already makes use of multiskilled labor alongside specialists, future research may indicate the best arrangement regarding work organization (own or outsourced labor; multiskilled in varied services and specialists in those with repetition), providing supposedly flexible arrangements of the workforce.

Acknowledgements

This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.

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Edited by

Editor do artigo:

Ariovaldo Denis Granja

Editor de seção:

Ercília Hitomi Hirota e Juliana Parise Baldauf

Publication Dates

  • Publication in this collection
    25 Sept 2023
  • Date of issue
    Oct-Dec 2023

History

  • Received
    26 July 2022
  • Accepted
    17 Apr 2023
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