Public salience mobilizes nationwide responses to violence against women

Augusto Cerqua; Marco Letta; Costanza Giannantoni; Gabriele Pinto

AI summary · arXiv: 2611.02647v1 · econ.GN

Public salience mobilizes nationwide responses to violence against women

Augusto Cerqua, Marco Letta, Costanza Giannantoni, Gabriele Pinto

Original paper Submitted to arXiv on 02 Nov. 2026 License: CC BY 4.0 Also in: fr

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The essentials

In Italy, highly salient intimate-partner femicides were followed by nationwide increases in help-seeking and, for the most salient case, police reporting, with no detected increase in lethal violence.

Question

Can nationwide public attention to femicides mobilize help-seeking and police reporting, or does it also trigger imitation and further lethal violence? The study also examines whether responses vary with salience intensity, victim–perpetrator relationship, and the gendered nature of the violence.

Method

The authors assembled case-level femicide data for Italy from 2017 to 2024, measured media attention across 144 news outlets, and supplemented salience measures for prominent cases with social-media evidence. Using monthly data and an interrupted time-series design with TabPFN 3.0, they compared observed outcomes with counterfactual forecasts around six selected cases, including three main cases and three comparisons; outcomes included calls to helpline 1522, police reports, and femicides.

Findings

Result Calls to the national helpline increased by 29.48% over six months after the highly salient Tramontano femicide.
See the passage in the paper
Calls to the national 1522 helpline moved above their counterfactual trajectory soon after the femicide and remained elevated throughout much of the six-month window, yielding a cumulative increase of 29.48% over the six-month post-event window.
Result After the exceptionally salient Cecchettin femicide, helpline calls rose by 47.54% and reports of abuse against women and stalking also increased.
See the passage in the paper
Helpline calls rise sharply, with the largest divergence occurring in the first months after the event and a cumulative increase of roughly one-half over the six-month window (+47.54% over the six-month post-event window). Police reporting also increases: reports of abuse against women remain persistently above their counterfactual trajectory (+22.84%), while stalking reports rise more moderately (+12.76%);
Authors’ interpretation The analyses found no increase in femicides or female homicides following the salient intimate-partner femicides, providing no evidence for the predicted copycat increase.
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We therefore do not interpret these estimates as establishing a preventive effect on lethal violence; nevertheless, they provide evidence against the prediction of a copycat response.
Result Comparable mobilization was not detected after the highly salient family-perpetrated femicide or the lower-salience and falsification comparison cases.
See the passage in the paper
Nor do we observe the same positive mobilization following the highly salient family-perpetrated femicide or the salient killing of a woman not coded as femicide in our dataset.
Authors’ interpretation The authors suggest that public attention may make hidden violence more recognizable and reduce barriers to seeking help and reporting.
See the passage in the paper
The increases in help-seeking and reporting following highly salient IPFs may arise because public attention makes previously hidden violence more recognizable, updates perceptions of risk, reduces stigma, and lowers informational or social barriers to seeking help.

Limitations

Causal interpretation depends on assumptions about event timing, the absence of concurrent shocks, and the continued relevance of pre-event relationships for predicting post-event outcomes.
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Causal interpretation of the observed–counterfactual differences relies on the maintained assumptions that the timing of each event is unanticipated, that no contemporaneous shock independently generates the same post-event deviations and that, absent the event, the pre-treatment relationships remain informative over the post-treatment horizon.
Longer-run effects of the two salient intimate-partner femicides cannot be separately attributed after their post-event periods overlap.
See the passage in the paper
When post-treatment periods overlap, however, the effects of successive events cannot be separately attributed without additional assumptions.
The evidence concerns salience arising from highly visible events; whether campaigns or policy communication can produce comparable effects remains unresolved.
See the passage in the paper
Whether comparable effects can be generated through policy communication or awareness campaigns remains an open question and is likely to depend on the intensity, credibility, and persistence of the attention generated.

Why it matters

The authors argue that public salience around intimate-partner femicides can mobilize victims and their social networks and increase institutional contact without the feared rise in lethal imitation. They emphasize that this evidence concerns organically arising attention and that salience must be paired with effective social, legal, and institutional support.

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AI-generated keywords: femicide media attention help-seeking police reporting Italy

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Comprehensive Summary
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Original abstract

The paper examines whether intense public attention to femicides in Italy prompts responses to violence against women or instead encourages imitation and further lethal violence. The authors study three outcomes: help-seeking, police reporting, and femicides. The analysis draws on a newly assembled case-level dataset of documented femicides in Italy from 2017 to 2024. Cases are classified by the victim–perpetrator relationship and, for intimate partner femicides (IPFs), by motive. Public attention is measured through news coverage across 144 national and local outlets, supplemented by social-media evidence for the most prominent cases. The main cases are the highly publicized IPFs of Giulia Tramontano and Giulia Cecchettin, and the family-perpetrated femicide of Saman Abbas, which received media attention comparable to Tramontano’s case. The authors also examine a lower-salience IPF, a highly publicized killing of a woman not classified as femicide, and a lower-salience femicide involving multiple perpetrators. These comparisons help determine whether responses depend on attention alone, the victim–perpetrator relationship, or the gendered nature of the violence. Because the main events drew nationwide attention, unaffected regions within Italy could not serve as control groups. Instead, the authors use a high-frequency interrupted time-series design. For each event, they extrapolate from pre-event monthly patterns to estimate what outcomes would likely have been in the event’s absence, then compare those estimates with observed outcomes. The data cover calls to Italy’s 1522 anti-violence helpline, police reports of abuse, stalking, and sexual violence, and femicides. The authors also examine administrative homicide records and regional outcomes. The estimates depend on three main assumptions: that the events’ timing was unanticipated, that no coinciding shock independently caused the observed changes, and that pre-event patterns remain informative. The authors test the results’ robustness using an alternative causal time-series method. Following Tramontano’s highly salient IPF, helpline calls were 29.48% higher cumulatively over six months than the estimated counterfactual. The study found no comparable increase in police reports or lethal violence. After Cecchettin’s exceptionally salient IPF, helpline calls rose by 47.54% over six months. Reports of abuse against women increased by 22.84%, and stalking reports by 12.76%; sexual-violence reports showed no comparable response. The authors suggest that the increase in reporting is more likely to reflect previously hidden violence coming to institutional attention than a surge in underlying violence, particularly because they found no increase in femicides or female homicides. Some estimates pointed toward declines in lethal violence, but these outcomes are rare and measured imprecisely. The paper therefore does not claim that media attention had a preventive effect. Responses varied across cases. Despite its high salience, the Abbas case did not produce similarly consistent increases in help-seeking or reporting. Nor did the lower-salience IPF, the salient killing not classified as femicide, or the lower-salience comparison case. Regional analyses show that responses to the two salient IPFs were broadly distributed across Italy. Calls increased among both victims and their relatives or friends. In the longer-run analysis combining the Tramontano and Cecchettin periods, helpline use remained elevated, while lethal violence showed no sustained increase. The authors conclude that highly salient IPFs can prompt nationwide help-seeking and, when attention is exceptional, increased police reporting, without evidence of copycat increases in lethal violence. They caution that the findings concern attention generated organically by particular events and do not establish that campaigns would have the same effects.

When a femicide dominates the news, what happens next?

The killing of a woman can become a national story overnight. But what does that attention do? Does it encourage people experiencing abuse to seek help, bring more violence to the attention of police, or risk inspiring further attacks?

In “Public salience mobilizes nationwide responses to violence against women,” Augusto Cerqua, Marco Letta, Costanza Giannantoni, and Gabriele Pinto examine those possibilities in Italy. Their findings suggest that intense attention to certain intimate partner femicides can prompt more people to contact a helpline—and, in one case, more people to report abuse and stalking. The researchers found no corresponding increase in femicides or other lethal violence.

Measuring attention and its effects

The study brings together a newly assembled record of documented femicides in Italy from 2017 through 2024. The authors classify cases by the relationship between victim and perpetrator and, for intimate partner femicides (IPFs), by motive. To measure public attention, they analyze coverage across 144 national and local news outlets, with social-media evidence added for the most prominent cases.

The researchers focus on the highly publicized killings of Giulia Tramontano and Giulia Cecchettin, both intimate partner femicides. They compare these with the family-perpetrated femicide of Saman Abbas, which received attention comparable to the Tramontano case, as well as with cases that attracted less attention or did not fit the same pattern. These comparisons help explore whether responses are linked simply to publicity, to the victim–perpetrator relationship, or to the gendered nature of the violence.

Because the major cases received nationwide attention, other Italian regions could not serve as unaffected control groups. Instead, the authors use a high-frequency interrupted time-series approach. They project earlier monthly patterns forward to estimate what might have happened without each event, then compare those estimates with observed outcomes.

The outcomes include calls to Italy’s 1522 anti-violence helpline, police reports of abuse, stalking, and sexual violence, and measures of femicides and other lethal violence. The method relies on assumptions: that the timing of each event was not anticipated, that no coinciding shock independently drove changes, and that earlier trends provide a useful guide. The authors also test the findings with an alternative causal time-series method.

Help-seeking rose after two prominent cases

Following the Tramontano femicide, calls to the 1522 helpline were 29.48% higher over six months than the estimated counterfactual. The researchers did not find a comparable increase in police reports or lethal violence.

After the Cecchettin case, helpline calls rose by 47.54% over six months. Police reports of abuse against women increased by 22.84%, while stalking reports rose by 12.76%. Reports of sexual violence did not show a comparable response.

More reports do not necessarily mean that more abuse occurred. The authors suggest that the increase may reflect violence that was already happening but had not previously reached the attention of authorities. The absence of a corresponding increase in femicides or female homicides supports that interpretation, though it cannot prove it.

Attention alone may not be enough

The responses were not consistent across all cases. Despite receiving substantial media attention, the Abbas case did not produce similarly clear increases in helpline calls or police reporting. Nor did the lower-salience intimate partner femicide, the highly publicized killing of a woman not classified as femicide, or a lower-salience femicide involving multiple perpetrators.

This variation matters: it suggests that the effects cannot be explained by media exposure alone. The type of case and its wider context may also shape whether attention translates into help-seeking or reporting. Regional analyses indicate that responses to the Tramontano and Cecchettin cases spread broadly across Italy. Calls increased not only among victims, but also among relatives and friends seeking help on someone else’s behalf.

No evidence of a copycat wave

A central concern surrounding intense coverage is that it might encourage imitation. In this study, the researchers found no evidence of a subsequent increase in femicides or female homicides after the two highly salient intimate partner femicides. Some estimates suggested declines, but lethal violence is rare, making those results too imprecise to establish a preventive effect.

In a longer-run analysis combining the Tramontano and Cecchettin periods, helpline use remained elevated, while lethal violence showed no sustained increase. The findings therefore offer no evidence of a copycat rise—but they also do not show that media attention prevented killings.

What the findings can—and cannot—tell us

The study’s clearest message is that exceptional public attention to some intimate partner femicides can be followed by a nationwide increase in help-seeking. In the case that attracted especially intense attention, police reports of abuse and stalking also rose. The authors interpret this pattern as a possible opening for previously hidden violence to become visible, rather than evidence that violence itself suddenly surged.

The researchers are careful about the limits of their conclusions. Their results concern attention generated organically by particular events. They do not establish that planned media campaigns would have the same effects, or that publicity itself caused every observed change.

Even with those cautions, the findings highlight a potential role for public attention: it may prompt victims and people close to them to reach out. Whether that leads to lasting safety depends on what happens next, including the support and protection available once violence is reported.

Created on 09 Nov. 2026

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Public salience mobilizes nationwide responses to violence against women

The essentials

Question

Method

Findings

Limitations

Why it matters

Read further

Definitions

When a femicide dominates the news, what happens next?

Measuring attention and its effects

Help-seeking rose after two prominent cases

Attention alone may not be enough

No evidence of a copycat wave

What the findings can—and cannot—tell us

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