The COVID-19 pandemic has affected education institutions around the world which has forced them to abruptly shift to online learning to address educational challenges with limited resources. Hence, this developmental research aimed to develop teacher-made videos as a learning tool for online learning in elementary statistics. This was utilized as an asynchronous lecture material during the pandemic and its acceptability was evaluated using the ADDIE Model. However, this paper focused only on the development and evaluation phase. It included 104 freshmen university students and five experts as participants of the study. Mean, standard deviation, frequency count, correlation analysis, and test of difference were used as data analysis tools. The developed videos consist of the following elements: title, learning objectives, overview, content discussion, assessment, and answer key. The teacher-made videos were highly acceptable in terms of learning objectives, content, organization and presentation, format and design, learning activities, and assessment as evaluated by the students and experts. In addition, when the participants were grouped according to sex and specialization, their overall acceptability mean did not exhibit significant differences. It was also found that the evaluation factors in the acceptability questionnaire all have a strong, positive correlation with the overall acceptability mean. Thus, technology-enhanced instructional materials like videos and other learning media are helpful learning resources in maximizing learning outcomes amid the pandemic.