Evidence map›Paper›PMID 34381283›Full record

ArticleRegional studies2021

Economic complexity and fertility: insights from a low fertility country.

Niccolò Innocenti, Daniele Vignoli, Luciana Lazzeretti

Abstract read
In one paragraph

Article in Regional studies, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Factor Structure and Psychometric Properties of the Italian Version of the Childbearing Motivations Scale.International journal of environmental research and public health · 2025
    Article
  4. Industrial Robots and Regional Fertility in European Countries.European journal of population = Revue europeenne de demographie · 2023
    Article
  5. Article
  6. 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

3 authors.

Niccolò InnocentiDepartment of Economics and Management, University of Florence, Florence, Italy.ORCID https://orcid.org/0000-0001-8421-5479
Daniele VignoliDepartment of Statistics, Computer Science, Applications, University of Florence, Florence, Italy. daniele.vignoli@unifi.it.ORCID https://orcid.org/0000-0003-1227-5880
Luciana LazzerettiDepartment of Economics and Management, University of Florence, Florence, Italy. luciana.lazzeretti@unifi.it.ORCID https://orcid.org/0000-0002-9759-2289

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper analyzes the relationship between a new indicator of economic context, economic complexity (EC), and fertility change in Italian provinces between 2006 and 2015. We hypothesize that the level of EC is associated with fertility as it reflects a territory's capacity to innovate, grow and create job opportunities. The results illustrate a clear positive association between EC and fertility change across Italian provinces for the period considered, net of traditional fertility predictors. Those areas that stand at the frontiers of EC are also more likely to dominate and adapt to the negative consequences of globalization.

Indexed as

economic complexityF60fertilityglobalizationItalyJ11R11

Identifiers

PMID34381283
PMCPMC8300530

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.