Acitvating Informal Labour for Public Service Delivery: ReCycling in Mozambique

Last registered on January 28, 2026

Pre-Trial

Trial Information

General Information

Title
Acitvating Informal Labour for Public Service Delivery: ReCycling in Mozambique
RCT ID
AEARCTR-0017589
Initial registration date
January 22, 2026

Initial registration date is when the trial was registered.

It corresponds to when the registration was submitted to the Registry to be reviewed for publication.

First published
January 28, 2026, 7:11 AM EST

First published corresponds to when the trial was first made public on the Registry after being reviewed.

Locations

Region

Primary Investigator

Affiliation
Nova School of Business and Economics

Other Primary Investigator(s)

Additional Trial Information

Status
On going
Start date
2025-05-01
End date
2026-08-31
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
This paper studies whether jointly activating household behaviour and underutilised informal labour can improve last-mile service provision. I implement a randomised controlled trial in Quelimane, Mozambique, combining household information on recycling with an institutional innovation that repurposes bicycle taxi drivers as waste collectors through a municipal buyback centre. A second treatment arm adds a conspicuous signalling device for households. The paper tests whether low-cost institutional arrangements that activate informal labour networks can help overcome coordination failures and improve public service delivery in low-capacity urban settings.
External Link(s)

Registration Citation

Citation
Mendonça, Frederica. 2026. "Acitvating Informal Labour for Public Service Delivery: ReCycling in Mozambique." AEA RCT Registry. January 28. https://doi.org/10.1257/rct.17589-1.0
Sponsors & Partners

Sponsors

Partner

Type
municipality
URL
Experimental Details

Interventions

Intervention(s)
I conduct a field experiment (RCT) in which an information-based recycling intervention was delivered to randomly selected households in the city of Quelimane, Mozambique. The project was implemented in partnership with the municipal government under the name “ReCiclar com Quelimane'' (ReCycling with Quelimane). The intervention ran from July to November 2025 and consisted of a household-level information campaign on recycling, delivered through door-to-door visits, combined with free collection of recyclable waste. Recyclable waste collection was carried out by bicycle taxi drivers (“cyclists”), who constitute the city’s main transport network. Cyclists were engaged as waste collectors in a manner that complemented their regular work as bicycle taxis.
Intervention (Hidden)
I conduct a field experiment (RCT) in which an information-based recycling intervention was delivered to randomly selected households in the city of Quelimane, Mozambique. The project was implemented in partnership with the municipal government under the name “ReCiclar com Quelimane'' (ReCycling with Quelimane). The intervention ran from July to November 2025 and consisted of a household-level information campaign on recycling, delivered through door-to-door visits, combined with free collection of recyclable waste.
Recyclable waste collection was carried out by bicycle taxi drivers (“cyclists”), who constitute the city’s main transport network. Cyclists were engaged as waste collectors in a manner that complemented their regular work as bicycle taxis. During the intervention period, cyclists received the same information as households, via targeted videos shown during structured visits. I now describe the design of the information campaign.

The information campaign:
The information campaign consisted of three scripted visits to sampled households and cyclists. The first visit took place in July 2025, the second in August 2025, and the third in November 2025. The November visit took place after the midline survey and was used as a final booster session to reinforce the earlier messages. At each visit, participants watched a short video combining basic information on recycling with targeted behavioural encouragement. Videos for households and cyclists differed in focus: household videos emphasised waste separation, whereas cyclist videos emphasised waste collection and programme reinforcement among their client base.
All videos introduced the concept of recycling and its benefits, but each of the three rounds focused on a distinct thematic component. The first video defined recycling, highlighted its environmental benefits, and placed particular emphasis on neighbourhood cleanliness and improvements to community wellbeing. It then focused on plastic waste, explaining why plastics impose environmental harm and concluding with a list of plastic items accepted for recycling.
The second video revisited the general problem of waste accumulation before turning to metal and glass. It explained the hazards associated with these materials and provided examples of recyclable items in each category. The third video summarised the content of the first two sessions, reiterated the full list of recyclable plastic, metal, and glass items, and stressed the importance of broader community engagement to reduce visible waste accumulation in neighbourhoods.
The household video in the third round encouraged participants to share both the information received and the contact details of their “everyday cyclist’’ (the specific cyclist assigned to their household) with close neighbours. Cyclists, by contrast, were encouraged to reinforce the informational messages with all passengers they transported and to collect separated waste bags when contacted.
In all household videos, participants were encouraged to reuse existing rice or flour sacks available at home for storing separated recyclables and to contact their everyday cyclist once the bag was full. Cyclist videos, in turn, instructed them to deliver collected recyclables to a storage point established by the municipality in the city centre. At this point, recyclables were weighed by material type (plastic, glass, metal), and cyclists received a pre-specified payment per kilogram, with posted prices visible at the centre. All videos incorporated visual illustrations to facilitate comprehension.

The nudge treatment

To investigate the role of social visibility in household engagement with waste separation, I included an additional treatment arm featuring a conspicuous signalling device in the form of a thermometer poster. During the baseline survey, households assigned to this group received a postcard displaying a thermometer with five uncoloured bars. The videos explained that each time recyclables were collected from that household, the cyclist should colour in one of the bars. Field administrators were instructed to write down the household's ID at the top corner to facilitate tracking.
The videos also informed households that the most engaged participants, measured by the number of fully coloured thermometers and the kilograms of recyclables delivered to the storage centre, would have their names and photographs displayed on a public poster located in the city centre. To maintain engagement, the midline visit included a small reward. Households that had completed at least one thermometer received a sticker with the project logo and a new thermometer card.
Field administrators were instructed to take a photograph of the thermometer display and to record the number of coloured bars in every visit and in every survey wave. These photographs and counts provide administrative measures of adherence to the nudge treatment and of household engagement throughout the intervention.
Intervention Start Date
2025-06-09
Intervention End Date
2025-11-21

Primary Outcomes

Primary Outcomes (end points)
We group hypotheses in different families of outcomes depending on the unit of analysis. Detailed hypotheses are provided in the pre-analysis plan.

For households
- Learning;
- Engagement with program;
- Waste management practices;
- Recycling/cleanliness valuation;
- Perceptions towards local government;
- Contact with cyclist.

For cyclists
- Engagement with program;
- Awareness about recycling;
- Task valuation;
- Employment and operation patterns;
- Socio-economic status.

For neighbors
- Program awareness;
- Program engagement;
- Contact with cyclist.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
The allocation to treatment was conducted at the level of the cyclist. I sampled up to 3 clients per cyclist. All clients and cyclists allocated to treatment received the intervention; clients and cyclists in the control group received no intervention. No intervention was conduc Cyclists were randomly allocated to one of these groups:
- a group receiving the simple treatment (T1);
- a group receiving the nudge treatment (T2);
- a control group receiving no intervention.
Experimental Design Details
Randomization Method
Randomization was carried out in Stata. Randomization was stratified within blocks of three cyclists, constructed by sorting cyclists within stops by their living neighbourhood and the number of days per week they worked as cyclists.
Randomization Unit
The treatment was randomly assigned at the level of the cyclist.
Was the treatment clustered?
Yes

Experiment Characteristics

Sample size: planned number of clusters
554 cyclists.
Sample size: planned number of observations
The sample of cyclists includes 554 individuals. The sample of households includes 739 individuals collected during the cyclists' baseline, survey wave, and 259 collected prior to the start of the intervention, totalling 998 households. The sample of closest neighbors comprises 998 individuals, one selected from each household.
Sample size (or number of clusters) by treatment arms
185 in the control group, 184 in the simple treatment and 185 in the nudge treatment.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Institutional Review Board of Nova School of Business and Economics
IRB Approval Date
2024-09-16
IRB Approval Number
#2024116
Analysis Plan

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Post-Trial

Post Trial Information

Study Withdrawal

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Intervention

Is the intervention completed?
No
Data Collection Complete
Data Publication

Data Publication

Is public data available?
No

Program Files

Program Files
Reports, Papers & Other Materials

Relevant Paper(s)

Reports & Other Materials