Visualizing Surveys in R
暫譯: 在 R 中視覺化調查數據

對於使用調查的研究人員，想要學習如何利用 R 在調查分析/視覺化中發揮其廣泛的可能性和靈活性。心理學家、市場行銷人員、人力資源人員、經理以及其他希望標準化/自動化調查數據視覺化過程的專業人士。適合用作教科書課程。

Teppo Valtonen has worked for more than a decade at the Finnish Institute of Occupational on assessing and improving cognitive ergonomics in dozens of organizations of all sizes and from many different industries. His responsibility is to develop and standardize the processes and practices regarding survey implementation and survey data management.

Teppo has graduated as a Master of Science in Technology from the Helsinki University of Tehchnology, today part of the Aalto University, Helsinki, Finland. He is currently a doctoral student at the Aalto University doing research on cognitive demands, productivity and performance at work.

Teppo builds and uses surveys in both research and commercial settings. He has designed questions, scales, surveys and survey forms for research projects, development studies and customer cases. The surveys have produced thousands of observations for hundreds of variables on topics such as cognitive strain, stress, recovery, work engagement, productivity and performance. Typically, Teppo has been responsible for specifying the variables and datasets, managing survey versions, saving the data, validating data and combining data from different survey versions.

Using R, he has created data visualizations for academic and popular reports alike. He has used R to build automatic analysis pipelines and processes for survey data. He has taught R and given advice on using R in various data analysis and management setups.

Teppo Valtonen 在芬蘭職業研究所工作超過十年，專注於評估和改善各種規模和不同產業的組織中的認知人因工程。他的責任是開發和標準化調查實施及調查數據管理的流程和實務。

Teppo 擁有赫爾辛基科技大學的科技碩士學位，該校如今是芬蘭阿爾托大學的一部分。他目前是阿爾托大學的博士生，研究工作中的認知需求、生產力和表現。

Teppo 在研究和商業環境中建立和使用調查。他為研究項目、發展研究和客戶案例設計問題、量表、調查和調查表。這些調查產生了數千個觀察結果，涵蓋了認知負荷、壓力、恢復、工作投入、生產力和表現等主題的數百個變數。通常，Teppo 負責指定變數和數據集、管理調查版本、保存數據、驗證數據以及合併來自不同調查版本的數據。

使用 R 語言，他為學術和流行報告創建了數據可視化。他利用 R 構建了調查數據的自動分析管道和流程。他教授 R 語言並提供在各種數據分析和管理設置中使用 R 的建議。