| Interest | Female | Age | Corruption | Allocation | N |
|---|---|---|---|---|---|
| yes, certainly | 0.46 | 44.48 | 0.28 | 0.16 | 1562 |
| yes, likely | 0.46 | 44.32 | 0.28 | 0.14 | 735 |
| maybe | 0.43 | 46.21 | 0.29 | 0.08 | 658 |
| probably not | 0.49 | 46.31 | 0.26 | 0.15 | 738 |
| definitely not | 0.56 | 46.44 | 0.23 | 0.12 | 1462 |
Evidence from a Field Experiment in Lebanon
2026-11-04
Does simple direct inclusion in municipal decision-making affect trust and behavior towards the municipality?
Research question Does direct inclusion in municipal decision-making affect trust and behavior towards the municipality?
From a theoretical perspective it is not obvious which way effects will run:
Implementation ran over roughly two years in 23 municipalities.
| Interest | Female | Age | Corruption | Allocation | N |
|---|---|---|---|---|---|
| yes, certainly | 0.46 | 44.48 | 0.28 | 0.16 | 1562 |
| yes, likely | 0.46 | 44.32 | 0.28 | 0.14 | 735 |
| maybe | 0.43 | 46.21 | 0.29 | 0.08 | 658 |
| probably not | 0.49 | 46.31 | 0.26 | 0.15 | 738 |
| definitely not | 0.56 | 46.44 | 0.23 | 0.12 | 1462 |
Subjective experiences appear very positive
| attribution | answer | n | behavior | trust_index |
|---|---|---|---|---|
| 1 | Much less confidence | 29 | 351.724 | -1.088 |
| 2 | Somewhat less confidence | 24 | 262.500 | -0.568 |
| 3 | Somewhat more confidence | 179 | 644.134 | -0.094 |
| 4 | Much more confidence | 97 | 711.340 | 0.517 |
We evaluate the effect of inclusion (individuals engaging in municipal decision-making) on trust in local authorities, not the effect of the program itself.
Our results are not designed to answer questions about the overall effectiveness of the program. But they do speak to how to implement.
Along the way we show that learning is possible in unstable contexts. We ran this through war and municipal elections.
Looking forward:
Same layout as the interview graph. Blue is positive, red is negative, and line thickness is the size of the survey parent effect. The number on a node is the share coded 1.
Survey based outcome plus behavioral outcomes
Index for levels of trust is a simple mean of standardized responses to the following questions:
- “I trust that my local government acts in the interests of its citizens.”
- “I believe that the resource-distribution by the municipal board is fair.”
- “Corruption is widespread in local government.”
Behavioral money allocation task (approx.$20):
- “You have the opportunity to decide how the development funds to help poor people should be divided between your municipal board and the Red Cross/Crescent. Please choose one of the options below that shows how you would like the funds to be allocated.”
Score from 1 (not at all) to 5 (very satisfied); 3 is not knowing about the project. Not invited on the top row.
| Initiatives | Projects | |
|---|---|---|
| Invited | 0.290*** | 0.115 |
| (0.065) | (0.063) | |
| Control mean | 3.95 | 4.16 |
| R2 | 0.316 | 0.366 |
| Adj. R2 | 0.290 | 0.342 |
| Num. obs. | 619 | 619 |
| RMSE | 1.118 | 1.089 |
| ***p < 0.001; **p < 0.01; *p < 0.05. Score runs from 1 (not satisfied at all) to 5 (very satisfied). The middle category is not knowing anything about the project. Municipality fixed effects and inverse-probability weights. | ||
Municipality fixed effects and inverse-probability weights. Score from 1 (not at all) to 5 (very satisfied).
Most invited residents say confidence rose
| attribution | answer | n | behavior | trust_index |
|---|---|---|---|---|
| 1 | Much less confidence | 29 | 351.724 | -1.088 |
| 2 | Somewhat less confidence | 24 | 262.500 | -0.568 |
| 3 | Somewhat more confidence | 179 | 644.134 | -0.094 |
| 4 | Much more confidence | 97 | 711.340 | 0.517 |
Treatment group only. Score from 1 (much less confidence) to 4 (much more). Means are unweighted.
| Allocation | Trust index | Allocation | Trust index | |
|---|---|---|---|---|
| Attribution (1-4) | 85.823*** | 0.355*** | 84.705*** | 0.355*** |
| (22.126) | (0.055) | (23.101) | (0.055) | |
| Baseline trust (demeaned) | -18.805 | -0.255 | ||
| (59.117) | (0.166) | |||
| Attribution x baseline trust | 17.183 | 0.110* | ||
| (17.189) | (0.049) | |||
| R2 | 0.401 | 0.557 | 0.381 | 0.571 |
| Adj. R2 | 0.356 | 0.523 | 0.327 | 0.533 |
| Num. obs. | 325 | 325 | 310 | 310 |
| RMSE | 411.245 | 0.791 | 416.112 | 0.774 |
| ***p < 0.001; **p < 0.01; *p < 0.05. Treatment group only. Attribution runs from 1 (much less confidence) to 4 (much more confidence). Columns 3 and 4 demean the baseline trust index inside the estimation sample. Municipality fixed effects and inverse-probability weights. Allocation is behavior_value. | ||||
Treatment group only.