Research Trend Analysis

Staying current with emerging research areas is essential for identifying new directions, writing competitive grant proposals, and ensuring your work addresses relevant questions. AcaTrove's trend analysis tool examines publication patterns, citation dynamics, and topical shifts to surface emerging areas in your field.

Accessing Trend Analysis

Navigate to /trends from the sidebar. The trends page opens with a high-level view of trending topics based on your research interests and uploaded document library.

Trends overview showing top emerging topics and growth indicators

How Trends Are Identified

AcaTrove identifies trends by analyzing several signals:

• Publication velocity -- Topics with an accelerating number of publications over recent months.
• Citation momentum -- Areas where recent papers are receiving citations faster than the field average.
• Cross-discipline emergence -- Topics appearing in multiple fields simultaneously, suggesting interdisciplinary interest.
• Semantic clustering -- New topic clusters forming in the embedding space of your document library, indicating emerging sub-fields.

Trends are refreshed periodically as new publications are indexed and your library grows.

Exploring a Trend

Click on any trend topic to see its detail page, which includes:

• Growth chart -- Publication count and citation rate over time, showing the trend trajectory.
• Key papers -- The most cited and most recent papers driving the trend.
• Key authors -- Researchers most active in the trending area.
• Related topics -- Adjacent topics that frequently co-occur with the trend.
• Your connection -- How your existing publications and projects relate to this trend, including which of your papers are relevant.

Trend detail page with growth chart and key papers

Personalizing Trends

By default, trends are filtered to your declared research interests (set in your profile). You can broaden or narrow the scope:

• By field -- Select specific disciplines or sub-fields from the field selector.
• By time window -- Adjust the analysis period (last 6 months, 1 year, 3 years).
• By geography -- Filter trends by the institutional region of contributing authors.

Trend Alerts

Set up alerts to be notified when new trends emerge in your areas of interest:

1. Click Set Alert on any trend detail page.
2. Choose notification frequency (weekly or monthly digest).
3. Alerts are delivered via in-app notifications and email.

You can also create broad alerts for your entire research interest profile from the trends settings.

Using Trends for Grant Writing

The trends page is a valuable resource when writing grant proposals. Emerging trends can support the significance and innovation sections of your proposal. Click Export to Outline on any trend detail to send the trend summary, key references, and growth data directly to the Outline Generation tool for incorporation into a proposal draft.

Tips

• Check trends monthly to stay ahead of shifts in your field.
• Use the "Your Connection" section to identify how your existing work positions you within an emerging area.
• Combine trend insights with the Knowledge Graphs tool to visualize how an emerging area connects to your current research network.