Field
Trial Status
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Before
on_going
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After
completed
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Field
Last Published
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Before
August 18, 2022 03:24 PM
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After
September 05, 2023 03:13 PM
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Field
Primary Outcomes (End Points)
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Before
Agricultural input use, timing of input applications, agricultural yields, sharing of information, information spillovers, individual weather forecast/belief, engagement
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After
Agricultural input use, timing of input applications, agricultural yields, sharing of information, information spillovers, individual weather forecast/belief, engagement
Outcomes for follow-up survey launched in September 2023: perceptions of climate change, perceptions of risks from climate change, 2022 input expenditure and yields, 2023 short-run adaptation (crop, seed choices, conservation agriculture practices), spillovers on network sample
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Field
Primary Outcomes (Explanation)
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Before
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After
Network sample collected by asking survey respondents to provide phone numbers for up to three friends with whom they discuss agricultural practices
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Field
Planned Number of Observations
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Before
Approximately 500 000 participants in the experiment with engagement outcomes and up to 10,000 individuals with outcomes from survey data.
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After
Approximately 500 000 participants in the experiment with engagement outcomes and up to 10,000 individuals with outcomes from survey data.
Follow-up survey number of observations: 2,000
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Field
Additional Keyword(s)
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Before
Adaptive assignment, spillovers, digital services for farmers, weather forecasts
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After
Adaptive assignment, spillovers, digital services for farmers, weather forecasts, climate
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Field
Keyword(s)
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Before
Agriculture
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After
Agriculture, Environment And Energy
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Field
Secondary Outcomes (End Points)
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Before
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After
Sources of heterogeneity: variation in climate trends at the tehsil level, variation in 2022 yield expectations compared to realized yields, variation in forecast accuracy, how climate perceptions align with trends
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