What do we call it when linguists look closely at how we show doubt, enthusiasm, distance or alignment in our words? When they trace the tiny cues that reveal what we think or how strongly we feel — the things that, in linguistics, fall under the broad idea of stance? The field now known as evaluative language research began to take shape in the early 1990s & has grown rapidly ever since, even though the ideas themselves aren’t entirely new. A recent bibliometric study by Liu, Wang & Xiang (Renmin University & Shanghai Normal University), published in Humanities & Social Sciences Communications, maps that growth across three decades.
The study
The authors analysed 1,187 journal articles published between 1992 & 2023, all focused on how language expresses attitude, stance or appraisal. They tracked areas such as:
- publication trends
- theoretical frameworks (evaluation, stance, appraisal)
- methodological shifts, especially the rise of corpus approaches
- disciplinary spread
- influential authors, journals & regions
- emerging themes across four historical periods
The findings
The reason why the study is genuinely useful is that it doesn’t just count research papers, it shows how the field has shifted & why those shifts matter.
1. Evaluation has moved from niche to mainstream
The steady rise in publications -peaking at 126 in 2023- shows that evaluative language is no longer a side interest. It has become a central way of understanding how texts persuade, position & connect. This remind us that stance isn’t decorative; it’s structural.
2. Appraisal theory now shapes much of the field
Appraisal‑based studies have grown to over 40% of recent work. The biggest surge is in engagement -how writers align with or distance themselves from other voices. This is exactly where many learners struggle: agreeing, disagreeing or positioning themselves without sounding abrupt or vague.
3. Corpus methods have changed what we can see
The field has shifted from intuition‑driven analysis to large, data‑rich studies. This gives us clearer evidence of how stance actually works in real texts. It also means teachers can draw on more reliable patterns rather than relying on isolated examples.
4. Evaluation is increasingly tied to identity & power
A growing body of work looks at how people use stance to construct identity or signal ideology, especially in media, politics & online spaces. This widens the field beyond grammar or lexis: evaluation becomes a social act, not just a linguistic one.
5. The research community is widening
While the US & UK remain influential, China’s mainland has become a major contributor, with notable growth in Nigeria & South Africa. This matters because it brings new genres, new Englishes & new cultural perspectives into the conversation.
6. NLP & sentiment analysis are emerging as the next step
The authors predict closer links between linguistics & computational methods.
Why this matters for ELT
Evaluative language is how people show confidence, caution, alignment, distance, warmth or critique -in short, how they position themselves in a community. This study highlights just how much attention that subtle work of “sounding like yourself” has received across disciplines. Although the study sits firmly within linguistic research rather than classroom practice, it still sheds light on patterns that shape how our learners express themselves.
Teacher Takeaways?
- Make stance visible: Highlight how writers soften or strengthen claims (e.g., It appears…, The evidence points to…).
- Use small corpus samples: Short concordance lines help learners notice real patterns in hedging & boosting. For example:
it seems that the results vary… / the data may indicate… (hedging)
the results clearly show… / the findings strongly support… (boosting) - Explore genre expectations: Scientific writing, business reports & reflective essays each handle evaluation differently.
Is noticing qualities such as stance best left to higher‑level learners, or can we start much earlier?
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