Dataset Information

Educator's Learning Alignment Instrument (ELAI).

ABSTRACT:

Objective

To report the development and initial testing of a questionnaire designed to assess the concept of learning alignment within chiropractic college courses.

Methods

A 36-item questionnaire, Educator's Learning Alignment Instrument (ELAI), was created to evaluate how learning goals, course activities, and assessments align within a college course. Questionnaire development was informed by learning theories and tested using a 2-phased electronic survey mechanism among a chiropractic college faculty. Phase 1 included completing the ELAI for a currently implemented course. Phase 2 included questions about confidential reports generated from ELAI data.

Results

Thirty-one of 46 (67%) respondents completed an ELAI. Twelve (38%) participated in phase 2. Twenty-one (68%) courses demonstrated consistent learning focus across goals, activities, and assessments. Aggregate data from early, middle, and late chiropractic program courses revealed progressive shifts toward higher-level learning. Eighty-seven percent of courses contained 1 or more individual learning areas with potentially misaligned goals, activities, or assessment. Ninety-seven percent of respondents completed ELAI questions within 20 minutes. Most (87%) phase 2 respondents noted the report accurately reflected the course. Sixty-seven percent of phase 2 respondents agreed that confidential reports provided useful information to inform course design.

Conclusion

The ELAI is a nonburdensome instrument that can facilitate faculty reflection on how aligned learning concepts are applied in a course and provide novel data to assess general learning focus within college courses and within programs. Results indicate ELAI questions can be revised to improve clarity. Additional research comparing ELAI responses from experts, peer educators, and students is recommended.

SUBMITTER: Vining RD

PROVIDER: S-EPMC7958661 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:Recent evidence suggests that parallel synapses from the same axonal branch onto the same dendritic branch have almost identical strength. It has been proposed that this alignment is only possible through learning rules that integrate activity over long time spans. However, learning mechanisms such as spike-timing-dependent plasticity (STDP) are commonly assumed to be temporally local. Here, we propose that the combination of temporally local STDP and a multiplicative synaptic normalization mechanism is sufficient to explain the alignment of parallel synapses. To address this issue, we introduce three increasingly complex models: First, we model the idealized interaction of STDP and synaptic normalization in a single neuron as a simple stochastic process and derive analytically that the alignment effect can be described by a so-called Kesten process. From this we can derive that synaptic efficacy alignment requires potentiation-dominated learning regimes. We verify these conditions in a single-neuron model with independent spiking activities but more realistic synapses. As expected, we only observe synaptic efficacy alignment for long-term potentiation-biased STDP. Finally, we explore how well the findings transfer to recurrent neural networks where the learning mechanisms interact with the correlated activity of the network. We find that due to the self-reinforcing correlations in recurrent circuits under STDP, alignment occurs for both long-term potentiation- and depression-biased STDP, because the learning will be potentiation dominated in both cases due to the potentiating events induced by correlated activity. This is in line with recent results demonstrating a dominance of potentiation over depression during waking and normalization during sleep. This leads us to predict that individual spine pairs will be more similar after sleep compared to after sleep deprivation. In conclusion, we show that synaptic normalization in conjunction with coordinated potentiation--in this case, from STDP in the presence of correlated pre- and post-synaptic activity--naturally leads to an alignment of parallel synapses.