Evolving Prosecution Models in the Fight Against Human Trafficking

When law enforcement encounters a human trafficking case, the outcome for the victim – and the trafficker – often depends less on the law itself and more on how the police and judiciary choose to respond. India has a reasonably robust legal framework: the Immoral Traffic (Prevention) Act (ITPA), POCSO, IPC Section 370, and the Bonded Labour System (Abolition) Act together cover a wide range of trafficking offences. Yet convictions remain low, acquittal rates have historically hovered around 73 to 89 percent, and victims continue to be misidentified, mishandled, or re-victimised by the very system meant to protect them. The problem is not just legislative – it is structural and attitudinal. Four distinct prosecution models shape how trafficking cases are investigated and tried in India: Moral Policing, Community Policing, Problem-Oriented Policing (POP), and NIL Policing. Each reflects a fundamentally different understanding of crime, victimhood, and justice.

Why prosecution models matter in trafficking cases 🔗

Human trafficking is not a straightforward crime. Victims rarely self-identify. Evidence is often testimonial, fragile, and difficult to preserve across jurisdictions. Traffickers exploit legal ambiguities and rely on the silence – or active complicity – of those around them. In this context, the model a police officer or prosecutor uses to understand the crime directly shapes the quality of the investigation, the treatment of survivors, and the likelihood of conviction. A trafficking case handled through a moralistic lens looks entirely different from one approached through a data-driven, victim-centred framework. Understanding these models is essential for anyone working in law, social work, or public policy.

Model 1: Moral policing 🔗

Moral policing is the oldest and most problematic approach to trafficking cases. Under this model, law enforcement treats trafficking – particularly sex trafficking – primarily as a moral or social disorder rather than a crime with victims who need protection. The focus shifts from prosecuting the trafficker to condemning the victim’s perceived behaviour and “restoring” social order.

In practice, this manifests in raids on brothels where sex workers are arrested and penalised rather than identified as possible trafficking victims. India’s ITPA grants police officers wide powers of rescue and rehabilitation, but these powers are routinely exercised in ways that are insensitive, abusive, and counterproductive. Brothel raids are often conducted in a manner that leaves workers at the mercy of authorities, further entrenching a cycle of exploitation rather than dismantling it. The ITPA itself has been criticised for reflecting a gender bias: clients are rarely questioned, while women are treated as both guilty parties and objects of “rehabilitation.”

The judicial side of moral policing is equally problematic. Judges and prosecutors who approach trafficking through a moral filter tend to doubt the credibility of victims who do not conform to a narrow image of “innocent suffering.” A victim who had prior agency in sex work, who delayed reporting, or who cannot provide clean testimony is often dismissed or blamed. This approach produces low conviction rates, high acquittals, and a justice system that effectively re-victimises survivors.

Why moral policing fails trafficking victims 🔗

Moral policing misidentifies the crime. It conflates sex work with sex trafficking, treats poverty as complicity, and positions the victim as a social problem to be corrected rather than a rights-holder to be protected. It also makes victims deeply reluctant to cooperate with law enforcement – a problem that has direct consequences for prosecution, since the first encounter between an officer and a trafficking victim is often the most critical moment in the entire criminal justice process.

Model 2: Community policing 🔗

Community policing (COP) represents a significant improvement over moral policing. At its core, this model is built on a collaborative relationship between law enforcement and the community, with the police and community working together to identify and address the causes of crime rather than simply reacting to incidents after they occur.

Community policing encourages partnerships with prosecutors, health services, NGOs, advocacy groups, and community members to build a shared response to crime. In the context of human trafficking, this means involving local representatives, teachers, health workers, and grassroots organisations in identifying vulnerable populations, recognising warning signs, and channelling information to law enforcement before trafficking escalates.

UNODC-supported training programmes in India have explicitly embraced this model. Training sessions have introduced police personnel to community policing techniques alongside ITPA procedures, covering post-rescue care, psycho-social counselling, and coordination with village-level stakeholders. A sub-inspector who attended one such programme noted candidly that he had arrived with no understanding of community policing and left far better equipped – an indicator of how absent this orientation has historically been in routine police training.

Strengths and limitations 🔗

Community policing is victim-sensitive and proactive. It builds trust, which is essential in communities where trafficking is endemic but deeply hidden. However, it has limitations when applied to trafficking without structural support. Outcome evidence on COP is mixed – it works well when implemented according to evidence-based practices, but community partnerships alone are not enough when the trafficking networks are sophisticated and cross-jurisdictional. Community policing also depends heavily on officer sensitivity, which in India remains inconsistent due to inadequate and uneven training across states.

Model 3: The POP model (problem-oriented policing) 🔗

Problem-Oriented Policing, first articulated by Professor Herman Goldstein in 1979, shifts law enforcement away from reactive responses to crime and toward a systematic analysis of underlying problems. Rather than treating each trafficking complaint as an isolated incident to be responded to and closed, the POP model demands that police ask: Why is this happening here? Who is involved? What conditions enable it? What responses have worked elsewhere?

The most widely used implementation framework for POP is the SARA model – Scanning, Analysis, Response, and Assessment. Scanning involves identifying recurring problems, Analysis involves a deep examination of their causes, Response involves developing and implementing tailored interventions, and Assessment involves measuring whether the response actually worked. Crucially, the SARA model is iterative – if a response fails, the process loops back.

Applied to human trafficking, POP demands an integrated response. Law enforcement cannot simply arrest traffickers; they must understand the recruitment pipelines, the economic vulnerabilities traffickers exploit, the transit routes, the demand side, and the gaps in victim support services. The SARA model, as used in organised crime contexts, requires that investigators and prosecutors work not just against the individual trafficker but against the system that enables trafficking to persist.

POP in the Indian context 🔗

India’s Anti-Human Trafficking Units (AHTUs) were conceptually designed as a step toward this kind of integrated, problem-focused response. The government reported 827 operational AHTUs across India, supported by state governments and partially funded by the Ministry of Home Affairs. However, AHTUs in practice fall significantly short of POP ideals. They are often not exclusively dedicated to trafficking crimes, lack clear mandates, and are poorly resourced. Cases are frequently misclassified – registered as kidnapping, missing persons, or labour violations rather than trafficking – because officers lack the analytical training POP requires. The result is that the systemic picture of trafficking is never assembled, and the same networks continue to operate.

The Police Executive Research Forum has emphasised that most local law enforcement agencies are not adequately prepared to investigate the scale and complexity of trafficking because they lack the training, skills, and resources that a problem-oriented approach demands. This is as true in India as it is globally.

What makes POP the most effective model 🔗

Of the four models, POP offers the most holistic and evidence-based framework. It treats trafficking as a systemic problem with identifiable causes, not just a series of criminal incidents. It demands inter-agency collaboration – between police, prosecutors, social workers, and the judiciary. Multidisciplinary task forces that bring together law enforcement, victim service providers, and prosecutors represent the operational expression of POP thinking in the anti-trafficking space. Critically, the SARA model’s assessment phase ensures that responses are evaluated and refined rather than assumed to be working.

Model 4: NIL policing 🔗

NIL policing describes the complete absence of meaningful law enforcement response. It is not a formal model but a deeply troubling reality: cases where police take no action, file no FIR, and make no arrest, either due to inaction, ignorance, or deliberate suppression.

In India, NIL policing in trafficking cases takes several documented forms. Police do not always file FIRs to officially register a trafficking complaint, and officials often settle cases at the complaint stage without initiating investigation. Some states have reportedly directed police to register trafficking cases as kidnapping or missing persons cases to artificially reduce trafficking statistics. Official complicity – where law enforcement officers protect brothel owners, accept bribes, or tip off traffickers before raids – represents the most extreme form of NIL policing. Corrupt law enforcement officers have been reported to receive payments from sex trafficking establishments and provide tip-offs before raids, effectively rendering the legal apparatus inoperative.

The institutional conditions that enable NIL policing 🔗

NIL policing does not arise in a vacuum. It is the product of inadequate training, poor accountability structures, overburdened police stations, and a culture in which trafficking is still not taken seriously as a priority crime. Officials frequently conflate trafficking with other crimes, and most states do not have specialised courts for trafficking cases, meaning that even when cases are registered, prosecutors and judges handling them are often inadequately trained. Indian courts also face enormous backlogs, with fast-track POCSO courts disposing of only around 28 cases per year while tens of thousands remain pending. In this environment, NIL policing – whether active or passive – thrives.

Comparing the four models: sensitivity, outcomes, and accountability 🔗

Each model reflects not just a policing strategy but an institutional attitude toward trafficking victims. Moral policing treats victims as morally suspect. Community policing treats them as community members deserving support. POP treats them as individuals within a larger systemic problem that demands structured analysis. NIL policing, in its worst form, treats them as invisible.

The outcomes follow accordingly. High acquittal rates in India’s trafficking cases – peaking at 83 percent in 2020 – are not purely a product of weak laws. They reflect what happens when cases are built by officers operating under moral policing assumptions, processed by an indifferent system, and presided over by judges with no specialised training. Conversely, states that have adopted more integrated, multi-agency responses – closer in spirit to POP – have seen better outcomes in identification, prosecution, and victim support.

The evidence on community-oriented and problem-oriented policing indicates that when these models are properly implemented, they outperform traditional reactive approaches on crime reduction and disorder outcomes. The critical gap is implementation fidelity – especially in a country as vast and heterogeneous as India, where anti-trafficking capacity varies sharply from state to state.

Moving toward a best-practice prosecution framework 🔗

The transition from moral or NIL policing toward genuine POP-based prosecution requires more than legal reform – it requires a transformation in how law enforcement thinks about trafficking. This means mandatory, standardised training for police and prosecutors on the legal framework and victim identification, functional and well-resourced AHTUs in every district, specialised courts with trained judges, robust inter-agency task forces, and formal mechanisms for survivor-centred prosecution. India’s government has allocated increased funding to state legal service authorities for establishing specialised child courts, which is a positive step. But funding alone will not shift institutional culture.

The model a police officer uses when they first encounter a trafficking victim is not an abstract policy choice – it determines whether that victim receives justice or is further harmed by the system meant to protect them. Law enforcement and judicial sensitivity, rooted in genuine training and accountability, is the single most important variable in the effectiveness of any prosecution model.

What do you think? Given that India’s acquittal rates in trafficking cases have remained persistently high despite existing laws, do you think the primary barrier to effective prosecution is the legal framework itself, or the model used by law enforcement on the ground? And with moral policing still widely prevalent, how should legal education prepare future advocates and prosecutors to challenge these entrenched institutional attitudes?

References

1. https://www.state.gov/reports/2025-trafficking-in-persons-report/india/
2. https://www.state.gov/reports/2022-trafficking-in-persons-report/india/
3. https://www.state.gov/reports/2023-trafficking-in-persons-report/india/
4. https://www.tumblr.com/loyallogic/641018508399034368/policing-organized-sex-work-in-india-a-critical
5. https://www.ojp.gov/pdffiles1/nij/grants/222752.pdf
6. https://ojjdp.ojp.gov/model-programs-guide/literature-reviews/community-oriented-problem-oriented-policing
7. https://www.unodc.org/southasia/frontpage/2010/January/community-policing.html
8. https://www.ojp.gov/library/publications/model-programs-guide-literature-review-community-oriented-policing-and-problem
9. https://pmc.ncbi.nlm.nih.gov/articles/PMC8356314/
10. https://www.unodc.org/cld/en/education/tertiary/organized-crime/module-12/key-issues/crime-problem-solving-approaches.html
11. https://www.policeforum.org/assets/CombatHumanTrafficking.pdf
12. https://www.cops.usdoj.gov/html/dispatch/01-2024/OVC_task_force.html
13. https://www.state.gov/reports/2024-trafficking-in-persons-report/india/
14. https://www.state.gov/reports/2017-trafficking-in-persons-report/india/
15. https://www.state.gov/reports/2021-trafficking-in-persons-report/india/