---
title: "CLHLS: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 19 archived papers mentioned CLHLS in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (2)."
url: https://scholar4ai.com/datasets/clhls
markdown_url: https://scholar4ai.com/datasets/clhls.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 19 archived papers mentioned CLHLS in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (2). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# CLHLS

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/2.md)

Chinese household, ageing, health and social surveys.

- data category: China household and social surveys
- 0 papers in the last 7 days
- Names searched for: Chinese Longitudinal Healthy Longevity Survey, CLHLS

Most-used data: https://scholar4ai.com/rankings/datasets.md · All China household and social surveys datasets: https://scholar4ai.com/datasets/china-household-and-social-surveys.md



## Key findings

- From Nov 2023 to Oct 2026, 19 archived papers mentioned CLHLS in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (2).
- CLHLS was mentioned in 1 paper in the last 30 days (2026-10-07 to 2026-11-05), ranking #165 of the 246 datasets mentioned.
- By journal category: Statistics (1).
- Most of them appeared in BMC Medical Research Methodology (1).
- From 2017 to 2026 (so far), CLHLS was mentioned in 39 papers in the tracked journals, most of them in health economics and policy (27), economics (9) and statistics (2).
- 5 of them were published in 2025, against 1 in 2017.
- Since 2023, the institutions with the most of these papers were Peking University (3), National University of Singapore (2) and Renmin University of China (2).
- The journals publishing most of them were SSM - Population Health (7), Social Science & Medicine (3) and International Journal for Equity in Health (3).
- The most-cited of them is “Artificial intelligence for the study of human ageing: a systematic literature review” (Applied Intelligence, 2024), with 26 citations.
- Papers use CLHLS most often with CHARLS (4) and Health and Retirement Study (3); it has 2 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 7 | 4 | 8 | 19 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 1 | 0 | 2 | 0 | 3 | 3 | 5 | 3 | 5 | 5 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 3 | 0 | 1 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| All categories | 1 | 0 | 2 | 2 | 5 | 4 | 6 | 7 | 5 | 7 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [SSM - Population Health](https://scholar4ai.com/journals/ssm-population-health.md) | 7 |
| 2 | [Social Science & Medicine](https://scholar4ai.com/journals/social-science-medicine.md) | 3 |
| 3 | [International Journal for Equity in Health](https://scholar4ai.com/journals/international-journal-for-equity-in-health.md) | 3 |
| 4 | [Journal of Happiness Studies](https://scholar4ai.com/journals/journal-of-happiness-studies.md) | 2 |
| 5 | [Health Economics Review](https://scholar4ai.com/journals/health-economics-review.md) | 2 |
| 6 | [Health Policy](https://scholar4ai.com/journals/health-policy.md) | 1 |
| 7 | [World Development](https://scholar4ai.com/journals/world-development.md) | 1 |
| 8 | [Economic Analysis and Policy](https://scholar4ai.com/journals/economic-analysis-and-policy.md) | 1 |
| 9 | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 1 |
| 10 | [Journal of Population Economics](https://scholar4ai.com/journals/journal-of-population-economics.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Peking University](https://scholar4ai.com/institutions/peking-university.md) | 3 |
| 2 | [National University of Singapore](https://scholar4ai.com/institutions/national-university-of-singapore.md) | 2 |
| 3 | [Renmin University of China](https://scholar4ai.com/institutions/renmin-university-of-china.md) | 2 |
| 4 | [Shanghai University](https://scholar4ai.com/institutions/shanghai-university.md) | 2 |
| 5 | University of Helsinki | 2 |
| 6 | [Wuhan University](https://scholar4ai.com/institutions/wuhan-university.md) | 2 |
| 7 | [Xiamen University](https://scholar4ai.com/institutions/xiamen-university.md) | 2 |
| 8 | American Cancer Society | 1 |
| 9 | [Beijing Jiaotong University](https://scholar4ai.com/institutions/beijing-jiaotong-university.md) | 1 |
| 10 | [Beijing Normal University](https://scholar4ai.com/institutions/beijing-normal-university.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 19 |
| 2 | United Kingdom | 4 |
| 3 | United States | 3 |
| 4 | Australia | 2 |
| 5 | Finland | 2 |
| 6 | Singapore | 2 |
| 7 | Colombia | 1 |
| 8 | Germany | 1 |
| 9 | Spain | 1 |
| 10 | France | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [older adults](https://scholar4ai.com/keywords/older-adults.md) | 18 |
| 2 | [China](https://scholar4ai.com/keywords/china.md) | 9 |
| 3 | Chinese Longitudinal Healthy Longevity Survey | 8 |
| 4 | [gender differences](https://scholar4ai.com/keywords/gender-differences.md) | 4 |
| 5 | informal care | 4 |
| 6 | activities of daily living | 3 |
| 7 | cognitive decline | 3 |
| 8 | healthy aging | 3 |
| 9 | [urban-rural differences](https://scholar4ai.com/keywords/urban-rural-differences.md) | 3 |
| 10 | all-cause mortality | 2 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 26 | 1.0 | [Artificial intelligence for the study of human ageing: a systematic literature review](https://doi.org/10.1007/s10489-024-05817-z) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 2024-09-06 | Mary Carlota Bernal, Edgar Batista, Antoni Martínez-Ballesté et al. |
| 2 | 13 | 0.5 | [Are the grandparents alright? The health consequences of grandparental childcare provision](https://doi.org/10.1007/s00148-024-01044-5) | [Journal of Population Economics](https://scholar4ai.com/journals/journal-of-population-economics.md) | 2024-10-10 | Peter Eibich, Xianhua Zai |
| 3 | 9 | 0.3 | [Rely on children or work longer? The impact of fertility and child gender on old-age labor supply](https://doi.org/10.1016/j.worlddev.2024.106661) | [World Development](https://scholar4ai.com/journals/world-development.md) | 2024-05-29 | Ziwei Rao, Yi Zhang |
| 4 | 7 | 0.1 | [Is the 2003 SARS epidemic over? Long-term effects of epidemic exposure on mortality among older adults](https://doi.org/10.1016/j.chieco.2021.101618) | [China Economic Review](https://scholar4ai.com/journals/china-economic-review.md) | 2021-03-07 | Guanfu Fang, Jin Feng |
| 5 | 6 | 0.1 | [Modeling hospitalization medical expenditure of the elderly in China](https://doi.org/10.1016/j.eap.2023.06.020) | [Economic Analysis and Policy](https://scholar4ai.com/journals/economic-analysis-and-policy.md) | 2023-06-15 | Siyuan Hao |

## Used together with

Papers use CLHLS most often with CHARLS (4) and Health and Retirement Study (3); it has 2 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

*What papers use CLHLS together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [CHARLS](https://scholar4ai.com/datasets/charls.md) | Dataset | 4 | 22.6 |
| [Health and Retirement Study](https://scholar4ai.com/datasets/health-and-retirement-study.md) | Dataset | 3 | 13.1 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning CLHLS in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-28 | [Integrating artificial neural network-based propensity score and outcome regression information into a multi-index propensity score framework for average causal effect estimation](https://doi.org/10.1186/s12874-026-03062-1) | [BMC Medical Research Methodology](https://scholar4ai.com/journals/bmc-medical-research-methodology.md) | Jiaqin Xu, Rucheng Chen, Yaning Feng et al. | Zhejiang Chinese Medical University; Shanxi University |

## Cite this page

Scholar4AI. (2026). CLHLS. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/clhls

```bibtex
@misc{scholar4ai-datasets-clhls,
  author = {{Scholar4AI}},
  title = {CLHLS},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/clhls}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).