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Thursday, October 30, 2025

How Indians rank their rights: what 26 interviews tell us about Article 19 and property

by Prashant Narang.

Citizens treat property as the material anchor that makes other freedoms meaningful; livelihood-enabling freedoms are prioritised, while free speech is cherished but policed asymmetrically.

In 1978, the Forty-Fourth Amendment removed the right to property from the Constitution's catalogue of fundamental rights. Lawyers and economists have debated the implications ever since. But do ordinary citizens internalise that demotion? This post introduces our Socio-Legal Review note - co-authored by Sehar Abdullah, Keerthana Satheesh, and Prashant Narang- which steps outside the courtroom to ask a simple question with big policy consequences: which rights do people treat as most important in their daily lives - and why? Drawing on 26 in-depth interviews across professions that are especially sensitive to rights restrictions (journalists, migrants, MSME owners, cab drivers, farmers, artists, street performers and more), we map how citizens rank the Article 19(1) freedoms alongside the right to property. The top-line finding: people continue to see property as foundational - often the precondition that makes other freedoms meaningful.

What we did

We used purposive and snowball sampling to reach respondents aged 19-65 whose livelihoods could be directly affected by limits on speech, association, movement, residence, profession, or on property. Most interviews were conducted in Delhi, with additional remote interviews in Kerala, Chennai, and Bengaluru. We piloted the instrument, then ran a three-part interview: background and demographics; general views on freedoms and "reasonable restrictions"; and case studies with graded constraints (for example, permits and bans; "public order" versus epidemic) to elicit trade-offs. Transcripts were thematically coded. This is qualitative research; insights are directional, not population estimates.

What we heard: the lived hierarchy

  • Property as cornerstone - Across backgrounds, respondents described property as livelihood, security, and autonomy "a means to earn a living", as one farmer put it. People resisted permissions on buying and selling land and were most animated by compulsory acquisition scenarios. Support for acquisition often hinged on compensation: market-linked and predictable when the purpose was clearly public (for example, a metro), with sharper bargaining when it looked commercial (for example, a mall). The underlying intuition is economic: when property underwrites household security, the perceived risk of under-compensation looms large.
  • Economic freedom as a gateway - Freedoms that enable livelihood - movement and residence for migrants (Article 19(1)(d) and (e)) and choice of occupation (Article 19(1)(g))- were consistently prioritised. A photojournalist linked movement directly to earning; an activist framed profession and property as part of a single "socio-economic" relationship that the state should ease rather than police. This fits a law-and-economics intuition: secure property and open markets reduce dependence and expand feasible choices, which then support speech and association.
  • The free-speech asymmetry - Respondents valorised free expression for themselves - journalism as "the fourth pillar", bans as "the end of democracy" - but many were readier to restrict others, often using elastic notions of "harm" or "extremism". In short: pro-speech for me, pro-restriction for you. That asymmetry is a legitimacy warning: broad, vague grounds for curbing speech match the public's weakest intuitions and risk becoming catch-alls.
  • Residence as identity - The right to reside and settle anywhere (Article 19(1)(e)) surfaced as a surprising anchor of national belonging. Several interviewees described the ability to live anywhere as central to Indian diversity - inking mobility to both opportunity and citizenship.

Why this matters for policy design

  • Compensation design - Where acquisition feels commercial, citizens bargain harder and distrust adequacy; where purpose is plainly public, opposition is more about predictability than principle. Legislatures and agencies should therefore tighten "public purpose" definitions and commit to clear, market-linked compensation formulas (benchmarks, indexation, relocation assistance) and process timelines that reduce uncertainty rents and litigation.
  • Targeted deregulation for livelihood rights -Frictions on movement, residence, and small-enterprise activity (permits, zoning that criminalises street vending, opaque lease and tenancy formalities) bite hardest on those who use these rights to earn. Policy wins lie in simplifying titles and transfers, digitising and time-bounding consents, rationalising vending, parking, and market rules, and reducing compliance steps for micro-businesses - exactly where our respondents located day-to-day pain points.
  • Speech rules that travel well - The asymmetry we observed - tolerant for self, restrictive for others - suggests two drafting heuristics: (i) avoid vague grounds like "offence" without a tight harm standard, and (ii) pair restrictions with necessity-and-proportionality tests that officials must evidence ex ante. Narrow tailoring not only protects rights but also matches citizens' strongest defence of speech (for themselves) while tempering expansive instincts to curb others.

What this does not claim

This is a qualitative, urban-skewed sample. We do not estimate a numeric hierarchy or claim causal links between income and preferences. Our aim is to surface design hypotheses and legitimacy risks that can be tested at scale and used now for better drafting and implementation. Rural and longitudinal work are obvious next steps.

The big picture

Constitutional amendments can change a right's formal rank without changing its everyday salience. In our interviews, property remains the backbone of autonomy and a hedge against shocks; livelihood-enabling freedoms are the everyday workhorses; and speech is cherished but policed asymmetrically. For policymakers and drafters, the take-away is practical: align legal categories and procedures with how citizens actually use and trade off rights. That means predictable compensation and acquisition processes; frictions-down reforms for movement, residence, and micro-enterprise; and narrowly tailored, evidence-based limits on expression. This is the path to a constitutional order that people recognise in their daily choices - not just in the statute book.

Read the paper

Rights in the Eyes of the Beholder: The Lived Hierarchy of Rights in India's Democracy - Socio-Legal Review, 21(1), 2025. Authors: Sehar Abdullah, Keerthana Satheesh, and Prashant Narang.


Prashant Narang is a researcher at TrustBridge Rule of Law Foundation.

Thursday, October 23, 2025

Announcements

Researcher Position in Quantitative Research

Quantitative research: we integrate multiple datasets (household survey data, firm data, macroeconomic and financial time-series, satellite imagery, legal systems data, other custom datasets) to obtain insights into the world aiming for academic research and real world applications. Along the way, we innovate on methods. Here are some examples: self reported health, informational efficiency of credit ratings, the working of financial markets, improved methods for nighttime lights radiance satellite imagery. We build open source packages in Julia and R, partly to do better computation around existing methods, and partly to express our innovations in statistical and computational methods.

We are looking for someone with interest and experience in cross border-flows and global finance.

The right persons for quantitative research at XKDR Forum are those who have knowledge of mathematics, statistics, computer science and economics, and take interest in the world, in applying quantitative tools to obtaining insights into the world. Existing capabilities in Python, R, or Julia are a requirement, as well as some econometrics background. Of great importance is collaboration with the policy oriented researchers in XKDR Forum.

Please look us up at: website, youtube channel, open source releases, annual conference, newsletter on substack. The remuneration offered will be commensurate with your skill and experience and will be comparable with what is found in the Indian research ecosystem.

Interested candidates must email their resume with the subject line: Application for "Research Associate" at XKDR Forum, to Ms. Jyoti Manke at careers@xkdr.org by 30th November, 2025.

Tuesday, October 07, 2025

A frugal DIY air quality monitor

by Ayush Patnaik.

Particulate matter pollution creates a public health crisis in India and other emerging economies. Yet individuals lack access to immediate, localised air quality data. This data matters for personal decisions: whether to exercise outdoors, wear a mask, or run an air purifier. It also helps test whether air cleaning devices work by comparing inlet and outlet readings.

Air quality varies dramatically across short distances, making hyperlocal measurement essential. Government monitoring stations are sparse and report delayed data. In Haryana, all state AQI stations went offline in April 2025 and remained down for months (Times of India, 2025). Even where stations exist, authorities sometimes relocate them to cleaner areas (Hindustan Times, 2023). Portable commercial devices like the Laser Egg offer an alternative but present barriers to widespread adoption. They cost around Rs. 10,000, are heavy and bulky, and require regular charging.

The Aqui project addresses these gaps. It demonstrates that a DIY product which can enable citizen-led data collection and improve public understanding of local air quality dynamics.

This article updates an earlier version published at LEAP Blog.

Project website: https://ayushpatnaikgit.github.io/aqui/

Design approach

The design follows radical frugality through functional delegation to the host device. It centres on the SDS011 sensor, which costs around Rs. 1,200, for real-time measurement of PM2.5 and PM10 concentrations.

This class of low-cost optical sensor has limitations. It degrades within weeks under continuous operation as particles trap in its mechanism (World Air Quality Index, 2025). But the design objective focuses on intermittent monitoring driven by citizen curiosity and spot measurements. This mitigates the degradation issue.

The sensor interfaces directly with Android devices via USB Serial Cable and USB-OTG adapter. This eliminates the need for microcontrollers, displays, batteries, and wireless modules. These components drive cost and bulk in commercial devices. Delegating processing and power to the user's smartphone cuts both.

The Aqui Android companion app is open-source on GitHub. It connects to the sensor over USB serial and streams the live particulate data (PM2.5 / PM10) to your phone.

The physical enclosure uses 3D printing for low-cost replication. The entire project is released under Creative Commons CC0 (Public Domain) dedication. All design files and code are freely accessible for scrutiny, replication, and modification.

Results

Total component cost for a complete Aqui sensor is approximately Rs. 2,000. This includes the SDS011, cables, and 3D-printed enclosure. The cost represents an order-of-magnitude reduction compared to commercial-grade monitors.

The sensor streams live PM data via the companion Android application. Response time is seconds. In controlled demonstrations, the device measured clear differences in PM2.5 readings between a busy road and a park 50 metres away. This immediate visualisation captures real-time pollution gradients missing from centralised data.

People understand air quality differently when they see their own numbers. Abstract government statistics become personal, actionable information that influences health decisions.

Discussion

Aqui addresses practical gaps in air quality monitoring by providing an accessible, data-generating tool. Delegating key functions to smartphones achieves the frugality needed for mass citizen adoption. This fills data gaps created by sparse and delayed government monitoring.

The SDS011 sensor choice remains optimal for intermittent, curiosity-driven spot-checking despite its continuous operation constraints. The policy impact lies in making citizens aware by turning abstract statistics into personal information that directly influences health decisions.

The hands-on nature provides a pathway for scientific curiosity and learning. Users transition from passive news consumers to active environmental investigators. This citizen science mindset, driven by curiosity and enabled by affordable technology, anchors a more responsive and engaged air quality strategy.

Dense networks of distributed Aqui sensors could create curiosity-driven air quality maps. Future work should focus on methodologies for crowdsourcing and aggregating such data.

Resources and build guide

The Aqui project is open-source. All files, documentation, and videos are available:

References

Hindustan Times (2023). "Now, BMC Seeks to Shift Air Quality Monitors to 'Cleaner' Areas." 5 February 2023. https://www.hindustantimes.com/cities/mumbai-news/now-bmc-seeks-to-shift-air-quality-monitors-to-cleaner-areas-101675537753172.html.

Times of India (2025). "No Pollution Data from Haryana as All State AQI Stations Offline since April." 29 July 2025. https://timesofindia.indiatimes.com/india/no-pollution-data-from-haryana-as-all-state-aqi-stations-offline-since-april/articleshow/122963786.cms.

World Air Quality Index (2025). "The SDS011 Air Quality Sensor Experiment." Accessed 7 October 2025. https://aqicn.org/sensor/sds011/.


Ayush Patnaik is a Senior Research Associate at xKDR Forum. Special thanks to Saurabh Nandedkar for help building the app.

Sunday, October 05, 2025

Beyond Pendency: Counting Cases Correctly

by Pavithra Manivannan, Siddarth Raman and Bhargavi Zaveri-Shah.

The discourse on Indian judicial reform is dominated by questions of pendency and the workload of courts. However, official sources of caseload estimates in India have been found to be deficient in terms of both the methodology used, and the quality of underlying data (Jain and Reddy, 2025; Damle and Anand 2020). This leads to miscalculation of the caseload of courts and renders it unamenable for comparison across courts. In this article, we propose a new approach for estimating the caseload at Indian courts. We apply this to analyse the caseload at the Original Side of the Bombay High Court, which accounts for 35% of the total caseload of the Court. Our analysis yields three main findings. First, the caseload at the Original Side of the Bombay High Court (the Court) is being overcounted by 66%. Second, the caseload composition of the Court has remained largely stable over the 7-year period of our study with two case-types, namely, inheritance cases, and writ petitions filed against the government, accounting for half the cases filed in the Court. Third, suits as a case-type generates the most number of sub or interim cases.

In India, there are two official sources that publish information on caseloads - the annual report of the Supreme Court and the National Judicial Data Grid (NJDG). Apart from the quality of the data, there are two specific problems with the estimation methodology used by these sources. First, as a case progresses in a court of law, it generates multiple sub-cases. For instance, if a case is filed as a "Suit" for recovery of money, several interlocutory applications may be filed through which the main money suit (the 'main case') progresses. Such sub-cases could range from simple applications seeking the addition of a new party to the proceedings to an interim injunction seeking a stay on the transfer of assets of the respondent. Currently, the NJDG counts such sub-cases as distinct cases. This leads to overestimation of the caseload, inflating pendency and disposal rates. This is because the hearings for sub-cases are held as part of the main case proceedings. Further, a reading of the orders of cases suggests that more often than not, the final disposal order is common for both the main case and its sub-cases. Second, the taxonomy for case-type categorisation is inconsistent across official sources. The Bombay High Court's website lists 142 case-types on its Original Side. On the other hand, the NJDG reports only 19 case-types for the Original Side of the Bombay High Court. This includes an 'Original' and an 'Other' category, which provides little to no information on the case-type filed in the court. Further, the annual report of the Supreme Court has an altogether different classification system, which cannot be readily mapped to the other two official sources. It has a large bucket under 'Other' which does not have a clear definition. Our approach attempts to address these problems.

We count sub-cases as part of its corresponding main case. That is, we adopt the 'family of cases' as the unit of analysis for caseload estimation. This involves collapsing the 142 case-types on the Original Side of the Court into 17 main case-types and two sub case-types, based on their subject. For example, of the 142 case-types, 80 case-types are in the nature of sub-cases such as "Interim Applications", "Leave Petitions", "Chamber Order Lodging" and "Notice of Motion". We classify these as "Interim Applications" and count these as sub-cases. Similarly, "Arbitration Petitions" and "Arbitration Applications" are categorised as "Arbitration cases". This standardisation of case-types makes the caseload estimation exercise scalable and amenable to comparison across similar courts. The list of the 142 case-types and the classification assigned by us can be accessed here.

Data and Methodology

We collect the life-cycle data of 2,36,953 cases filed at the Original Side of the Court between the period January 2017 to December 2024 (Study Period). The Bombay High Court exercises original jurisdiction or jurisdiction over first time civil cases, and appellate jurisdiction or jurisdiction over cases that come before it as appeals from lower courts. We source the information on the life-cycle of cases filed at the Court's original jurisdiction from its website, and it is comprehensive to the extent the Court has made the data available.

As on the date of our data collection exercise (February 2025), the Court's website reported 1,43,514 (61%) cases as disposed of and 93,254 (39%) cases as pending. If the status of a case was unknown or marked as transferred, we classify it into the 'Other' category (185 cases).

We tag each case in our dataset as a main case or a sub-case. Next, we create a family of cases using the CNR number assigned by the Court as the unique identifier. This family of cases becomes our unit of analysis. Finally, each family of case is classified into one of the 17 case types.

Finding 1: Official sources overestimate caseload

The Court's website shows that about 2.5 lakh cases are filed before its Original Side during our Study Period. That is, on an average, about 30,000 cases are filed every year. However, we find that about 40% of these cases are sub-cases (Table 1 below). Viewed in this light, the 30,000 new cases per year can be understood as an overestimate. The annual average of new main cases filed before the Original Side of the Court is about 18,000, almost half of the original estimate.

Table 1: No. of filings

Nature Count Average per-year % of total
Main cases 1,41,608 17,850 60
Sub-cases 95,435 11,769 40
Total 2,36,953 29,619 100

Finding 2: Six case-types dominate caseload

On applying our categorisation framework, we find that six case-types contribute to about 95% of the caseload at the Original Side of the Court (Table 2). In that, Inheritance cases and Writ petitions constitute half the caseload. We also find that the share of case filings across years for these categories do not vary significantly.

Table 2: No. of filings per case-type

Case Category Count % of Total
Writs 36,145 25.5
Inheritance and Succession cases 32,979 23.3
Execution cases 19,779 14.0
Tax cases 19,665 13.9
Arbitration cases 16,529 11.7
Suits 8,652 6.1
Other 7,859 5.6
Total     1,41,608 100.0

Finding 3: Suits generate the most sub-cases

We take a closer look at the number of sub-cases per main case in Table 4 for the top six case-types. We find that, while Inheritance cases and Writ petitions are the highest contributor to the caseload of the Court, Suits that is at the bottom of Table 2, has the highest number of sub-cases per main case. 50% of Suits have upto two sub-cases, suggesting that on a per-case basis, Suits may generate more workload for judges compared to Writ petitions and Inheritance cases.

Table 3: Sub-cases per case-type

Case category Sub-cases per main case (in %)
0 1-2 3-5 6-10 >10
Writs 86 13 1 0 0
Inheritance and Succession cases 77 21 2 0 0
Execution cases 86 13 1 0 0
Tax cases 84 16 0 0 0
Arbitration cases 84 15 1 0 0
Suits 31 52 14 3 0

Conclusion

Our finding that the caseload of the Bombay High Court is overestimated by about 66% likely means other courts across India are overreporting caseloads as well. When official sources like the NJDG count sub-cases as distinct new filings, it exaggerates the problem of pendency. This prompts the policymakers to focus on solutions like increasing the number of judges, and creating more courts or courtrooms. Such a sole focus on this metric not only neglects the underlying data quality issues leading to inefficient resource allocation but also ignores the unique challenges that each type of case filed in the court face.

Measures of the economy such as GDP, inflation, and employment rate, took decades to be built and continue to be challenged and improved, by researchers and policy-makers alike. Similar sound systems for the measurement of court metrics, of which caseload is only one part, need to be developed. Such systems are imperative for any meaningful discussion on court reform.

References

Chitrakshi Jain and Prashant Reddy T. Tareekh Pe Justice: Reforms for India's District Courts. Simon and Schuster India, 2025.

Devendra Damle and Tushar Anand. Problems with the e-Courts data. NIPFP WP Series, 314, 2020.

Mugdha Mohapatra, Siddarth Raman and Susan Thomas. Get them to the court on time: bumps in the road to justice. The Leap Blog, 2025.


The authors are researchers at XKDR Forum, Bombay.

Thursday, October 02, 2025

Return to sender: The misuse of remand orders by appellate tribunals

by Natasha Aggarwal and Bhavin Patel.

Appellate tribunals were established to ensure speedy and expert adjudication of appeals from regulators' orders. A defining feature of their institutional design is the inclusion of both judicial and technical members. Judicial members possess legal training and skills and can ensure the application of, and compliance with, judicial principles, such as the principles of natural justice. Technical members are expected to bring sector-specific knowledge relevant to the domain of the tribunal's work. As such, tribunals are 'expert' bodies that are well-equipped to provide speedy and efficient resolution and it would be incorrect to assume that they lack the technical expertise necessary to decide a matter on merits.

However, tribunals in India frequently remand matters to regulators. Our analysis of 764 cases disposed of by the Securities Appellate Tribunal (SAT) from 2009 - 23 reveals that 76 cases (10%) resulted in a remand (Aggarwal and others, 2025). Further, our analysis of 919 cases disposed of by the the Appellate Tribunal for Electricity (APTEL) from 2013 - 22 reveals that 200 cases (21.7%) resulted in a remand (Jain, Patel and Sane, 2025). The fact that one in ten instances before the SAT and a staggering one in five instances before the APTEL are remanded is a matter of concern. Remands result in additional time and resources being spent on resolving a matter, since the dispute is first heard by the regulator, then in challenge by the tribunal, and then, once again by the regulator. Therefore, it is important to study the reasons provided by the tribunal when it remands a matter.

In a recent paper, titled "Return to sender: The misuse of remand orders by appellate tribunals", we study orders issued by the SAT and the APTEL in 2024, evaluate the instances in which the SAT and the APTEL remanded matters, and examine whether these remands are consistent with recognised legal principles regarding when a remand may be ordered. The paper was also included in Daksh's "The State of Tribunals Report", which was released on 25 September 2025.

Our paper addresses three questions:

  • What costs do remands impose on the parties and the adjudicatory infrastructure of regulators?

    Our examination of two matters, one originating at SEBI and the other originating at the Kerala Electricity Regulatory Commission, shows that remands cause delays that span up to 14 years. This defeats one of the primary reasons for establishing tribunals, that is, to ensure speedy justice.

  • What reasons does the law recognise as valid for remands by tribunals?

    Our earlier studies demonstrate frequent remands by SAT and APTEL. Indian law circumscribes the instances in which courts may order remands. These boundaries are set in the Code of Civil Procedure, 1908 (CPC) and in judicial decisions of superior courts. The CPC, parent statutes that establish tribunals, and rules of procedure framed by tribunals for themselves do not, however, clearly identify when tribunals may remand matters. There is limited guidance on this in superior court decisions. We argue that the reasons for which courts can order remands should also limit the discretion of tribunals in remanding matters. We call these reasons "Permissible Reasons" for remand, and classify any other reasons provided by tribunals when remanding matters as "Other Reasons".

  • How many matters were remanded by SAT and APTEL in 2024? What reasons were provided? Are the reasons permissible under law?

    We study the orders of SAT and APTEL for 2024, in which there are 13/228 (5.7%) remands ordered by SAT and 28/171 (16.4%) remands ordered by APTEL. We find that the SAT ordered a remand for Permissible Reasons in 21 appeals and for Other Reasons in four appeals. The APTEL remanded the matter for Permissible Reasons in 26 appeals and for Other Reasons in 37 appeals.

We find that remands are often ordered for reasons that are not included in the CPC and applicable common law. Unnecessary remands add time and cost to regulatory proceedings. They undermine investor confidence in regulated sectors, since it is difficult to take business decisions in the face of uncertainty about whether a regulator's orders will have to be reconsidered and modified. This also adversely affects the rule of law requirements of predicability and certainty in regulatory proceedings.

There may be several ways to reduce this problem, including, possibly, by improving order writing practices at the regulators whose orders are challenged in appeal before tribunals. We suggest that it is also useful to consider how this problem can be addressed at tribunals, and therefore recommend that:

  • Clear rules determining the scope of the power of ordering a remand should be made applicable to all tribunals. These rules should apply in a consistent manner across tribunals, rather than being framed by each tribunal for itself. This will help ensure consistency and predictability, and limit the discretion of tribunals in this matter.
  • These rules should be incorporated in the parent statutes of tribunals.
  • In the absence of any reason to deviate from the rules on remand provided in the CPC and applicable common law, the scope of remanding power for tribunals should be the same as that available to courts.

Providing this clarity would help avoid unnecessary and unreasonable orders of remand, and help ensure that the core rule of law principles of consistency, predictability, and clarity are satisfied in the procedural aspects of the functioning of tribunals.

References

Natasha Aggarwal, Amol Kulkarni, Bhavin Patel, Sonam Patel, and Renuka Sane, "Balancing Power and Accountability: An Evaluation of SEBI's Adjudication of Insider Trading" [2025] (13) Trustbridge Rule of Law Foundation Working Papers.

Chitrakshi Jain, Bhavin Patel, and Renuka Sane, "Examining the performance of ERCs at APTEL" [2025] The Leap Blog.


The authors are researchers at the TrustBridge Rule of Law Foundation.