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The science behind DORA | Derek DeBellis (Google)

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Manage episode 417005228 series 3338504
Kandungan disediakan oleh Brook Perry. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Brook Perry atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

In this week's episode, we welcome Derek DeBellis, lead researcher on Google's DORA team, for a deep dive into the science and methodology behind DORA's research. We explore Derek's background, his role at Google, and how DORA intersects with other research disciplines. Derek takes us through DORA's research process step by step, from defining outcomes and factors to survey design, analysis, and structural equation modeling.

Discussion points:

  • (3:00) Derek’s transition from Microsoft to the DORA team at Google
  • (4:28) Derek talks about his connection to surveys
  • (6:16) Derek’s journey to becoming a quantitative user experience researcher
  • (7:48) Derek simplifies DORA
  • (8:19) DORA - Philosophy vs practice
  • (11:09) Understanding desired outcomes
  • (12:45) Self reported outcomes vs objective outcomes
  • (16:16) Derek and Abi discuss the nuances of literature review
  • (19:57) Derek details survey development
  • (27:55) Pretesting issues
  • (29:30) Designing surveys for other companies
  • (35:02) Derek simplifies model analysis and validation techniques
  • (38:48) Benchmarks: Balancing data limitations with method sensitivity

Mentions and Links:

  continue reading

63 episod

Artwork
iconKongsi
 
Manage episode 417005228 series 3338504
Kandungan disediakan oleh Brook Perry. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Brook Perry atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

In this week's episode, we welcome Derek DeBellis, lead researcher on Google's DORA team, for a deep dive into the science and methodology behind DORA's research. We explore Derek's background, his role at Google, and how DORA intersects with other research disciplines. Derek takes us through DORA's research process step by step, from defining outcomes and factors to survey design, analysis, and structural equation modeling.

Discussion points:

  • (3:00) Derek’s transition from Microsoft to the DORA team at Google
  • (4:28) Derek talks about his connection to surveys
  • (6:16) Derek’s journey to becoming a quantitative user experience researcher
  • (7:48) Derek simplifies DORA
  • (8:19) DORA - Philosophy vs practice
  • (11:09) Understanding desired outcomes
  • (12:45) Self reported outcomes vs objective outcomes
  • (16:16) Derek and Abi discuss the nuances of literature review
  • (19:57) Derek details survey development
  • (27:55) Pretesting issues
  • (29:30) Designing surveys for other companies
  • (35:02) Derek simplifies model analysis and validation techniques
  • (38:48) Benchmarks: Balancing data limitations with method sensitivity

Mentions and Links:

  continue reading

63 episod

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