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Indoor Air Quality: Using Data to Implement Cleaner Air Solutions Martin Lukac CTO & Co-Founder [email protected] @DocMartinLukac

Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

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Page 1: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Indoor Air Quality:

Using Data to Implement Cleaner Air

SolutionsMartin Lukac ◦ CTO & Co-Founder ◦ [email protected] ◦@DocMartinLukac

Page 2: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

VIDEO!!

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Page 3: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

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Page 4: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Sensor Data

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Page 5: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Need for Objective Usage Data

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Page 6: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Monitoring Data + Survey Data

• Which of these challenges impact adoption?

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Page 7: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Combining Survey Data with Monitoring Data Can Point to Potential Design Improvements

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sameperson

Page 8: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Adoption Looks Pretty Variable!

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Page 9: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Statistical Adoption Definitions

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Page 10: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Sustained Usage = Impact

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Page 11: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

StoveTrace Impact

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876 households$6954 USD earned by women

586.9 metric tons CO2e mitigated

Page 12: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Thank you!

learn more: nexleaf.org

contact us: [email protected]

Martin Lukac ◦ CTO & Co-Founder ◦ [email protected] ◦@DocMartinLukac

Page 13: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Daily Cooking Varies

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Page 14: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Adoption Does NOT Mean Cooking Every Day

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Page 15: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Comparing Regionally

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Page 16: Using Data to Implement Cleaner Air Solutions · 2018. 8. 21. · ANALYTICS Expected daily cooking Jun Oct Nov Dec Jan Feb Mar Apr Year 2014-2015 . Cooktime by Household Household

Cooktime Can Be Extremely High

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