**Table 6. Regression Results on Farmer Yield Over-Estimation (continued)**

_Dependent_ _<u>Variable: Log of Plot-Level Ratio of Self-Reported to Sub-Plot Crop Cutting Yield</u>_

|||||**M**|**APS II‡**|||||
|---|---|---|---|---|---|---|---|---|---|
|_Decile_|_10_|_20_|_30_|_40_|_50_|_60_|_70_|_80_|_90_|
|_Plot Characteristics_||||||||||
|Log Plot Area (GPS, ha)|-0.036|0.030|0.011|0.012|0.048|-0.215|-0.235**|-0.542**|-0.495|
|<br>Production Heaped<sup>†</sup>|0.245|0.386|0.329*|0.323**|0.504***|0.977***|0.315|0.633*|0.705|
|Log Plot Distance from Dwelling (GPS, km)|-0.107|-0.123|0.010|-0.005|-0.041|-0.105|-0.016|0.062|0.118|
|Pure stand†|0.176|0.193|0.293*|0.088|0.083|0.007|0.061|0.011|0.580|
|<br>% Enumerator-Assessed Damage in Crop Cut Sub-Plot|0.016**|0.021***|0.013***|0.012***|0.012***|0.022***|0.014***|0.024***|<br>0.024**|
|Log Intercropping Seeding Rate (=100 for Pure stand Plots)|0.365*|0.042|0.032|-0.006|-0.077|-0.141|-0.075|-0.287|-0.934*|
|Cover Crops Present Prior to Planting†|0.357|-0.049|-0.241|-0.112|-0.228|-0.219|0.152|-0.029|-0.909*|
|<br>Log Maize Seed Planting Rate (Kg/Ha)|0.306|0.438***|0.325***|0.251***|0.305***|0.487***|0.424***|0.737***|<br>0.701**|
|<br>Organic Fertilizer Application†|-0.198|-0.445|0.042|-0.713*|-0.489|-0.279|-0.027|-0.635|-0.817|
|Inorganic Fertilizer Application†|0.171|0.296|0.025|0.200|0.248|0.184|-0.249|-0.581|-0.165|
|<br>Log Household Labor Days|-0.026|0.118|0.143*|0.103|0.140**|0.084|0.025|0.054|0.722***|
|<br>Log Hired Labor Days|0.235|0.127|0.111|0.174**|0.116|0.102|0.109|0.407*|1.157***|
|No Hired Labor†|0.746|0.371|0.330|0.529|0.309|0.303|0.177|0.827|2.839**|
|% Deviation of Seasonal (May-June) Rainfall from Long-Term Mean|-0.028|-0.066|0.007|0.019|0.035|0.082|0.047|0.091|-0.174|
|<br>Harvest Reported in More Than One Condition†|0.717**|0.332|0.115|0.119|0.051|-0.025|-0.036|-0.192|-0.429|
|<br>Household Characteristics||||||||||
|Wealth Index|0.045|0.202|0.027|0.043|0.015|0.094|0.020|0.094|0.343|
|Agricultural Asset Index|0.135|0.089|0.055|0.051|0.052|-0.060|0.007|-0.139|-0.028|
|<br>Dependency Ratio|0.019|0.175|0.064|0.061|0.085|0.018|0.036|-0.037|-0.218|
|Log Household Size|0.543**|-0.134|-0.044|-0.001|0.076|0.150|0.156|0.304|0.004|
|HH Cultivates More Than One Maize Plot|0.248|0.441**|0.051|0.111|0.028|-0.028|-0.291*|-0.171|-0.266|
|Manager Characteristics||||||||||
|<br>Manager = Respondent†|0.332|0.066|-0.070|0.026|0.025|-0.045|-0.115|-0.664*|-0.183|
|Received Crop-Production Related Extension Services†|-0.379|-0.477**|-0.154|0.048|0.136|0.381|0.318*|0.420|0.029|
|<br>Female†|-0.218|-0.161|-0.083|0.027|-0.073|0.051|0.167|0.807**|0.894*|
|<br>Log Age (Years)|-0.397|-0.096|0.087|0.049|0.062|-0.023|0.015|-0.343|0.006|
|Log Years of Education|0.114|0.216|0.146|0.049|0.003|-0.080|-0.077|-0.178|-0.214|
|Round II Indicator (=1)†||||||||||
|<br>Constant|-4.898**|-3.770*|-3.598***|-2.933***|-2.639***|-3.240*|-2.019|-1.884|-3.182|
|**Enumerator Dummies?**|Yes|Yes|Yes|Yes|Yes|Yes|Yes|Yes|Yes|
|**Random Effects?**|**-**|**-**|**-**|**-**|**-**|**-**|**-**|**-**|-|
|**N**|237|237|237|237|237|237|237|237|237|
|**R**<sup>**2**</sup>|0.204|0.239|0.257|0.239|0.292|0.276|0.286|0.333|0.358|

_Continued next page_ 36