Evidence map›Paper›PMID 36915489›Full record

ReviewHeliyon2023

Sustainable digital transformation in small and medium enterprises (SMEs): A review on performance.

Dr Isotilia Costa Melo, Geandra Alves Queiroz, Paulo Nocera Alves Junior, Thales Botelho de Sousa, Wilfredo F Yushimito, Jorge Pereira

Abstract readReview
In one paragraph

Review in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Dr Isotilia Costa MeloUniversidad Católica del Norte (UCN), Escuela de Ingeniería de Coquimbo (EIC), Coquimbo, Chile.
Geandra Alves QueirozUniversidade do Estado de Minas Gerais (UEMG), Engineering Department, Production Engineering, Passos, Brazil.
Paulo Nocera Alves JuniorUniversidad Católica del Norte (UCN), Escuela de Ingeniería de Coquimbo (EIC), Coquimbo, Chile.
Thales Botelho de SousaFederal Institute of Education, Science, and Technology of São Paulo (IFSP), Registro, Brazil.
Wilfredo F YushimitoUniversidad Adolfo Ibáñez (UAI), Viña del Mar, Chile.
Jorge PereiraUniversidad Adolfo Ibáñez (UAI), Viña del Mar, Chile.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Small and medium enterprises (SMEs) are responsible for 90% of all business and 50% of employment globally, mostly female jobs. Therefore, measuring SMEs' performance under the digital transformation (DT) through methods that encompass sustainability represents an essential tool for reducing poverty and gender inequality (United Nations Sustainable Development Goals). We aimed to describe and analyze the state-of-art performance evaluations of digital transformation in SMEs, mainly focusing on performance measurement. Also, we aimed to determine whether the tools encompass the three pillars of sustainability (environmental, social, and economic). Through a systematic literature review (SLR), a search on Web of Science (WoS) and Scopus resulted in the acceptance of 74 peer-reviewed papers published until December 2021. Additionally, a bibliometrics investigation was executed. Although there was no time restriction, the oldest paper was published in 2016, indicating that DT is a new research topic with increasing interest. Italy, China, and Finland are the countries that have the most published on the theme. Based on the results, a conceptual framework is proposed. Also, two future research directions are presented and discussed, one for theoretical and another for practical research. Among the theoretical development, it is essential to work on a widely accepted SME definition. Among the practical research, nine directions are identified-e.g., applying big data, sectorial and regional prioritization, cross-temporal investigations etc. Researchers can follow the presented avenues and roads to guide their researchers toward the most relevant topics with the most urgent necessity of investigation.

Indexed as

DigitalizationIndustry 4.0Small and medium-sized enterprises (SMEs)Sustainable development goals (SDG)Triple bottom line (TBL) of sustainability

Identifiers

PMID36915489
PMCPMC10006531

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.