Bibliometric Mapping of School Garden Studies: A Thematic Trends Analysis
Abstract
:1. Introduction
1.1. Educational Programs around School Gardens
1.2. School Gardens in Health and Well-Being
2. Materials and Methods
- Phase 1: Bibliometric analysis of scientific production
- 1.
- Exponential science growth or Price’s law, through the exponential adjustment degree (by the coefficient of determination, R2) of the annual growth of publications (in this case, published articles per year), using Microsoft Excel trend line adjustment. As a measure of a strong interest among the scientific community, this confirmed that a critical researcher mass was developing this knowledge topic [56,57].
- 2.
- Publication concentration in authors or Lotka’s law, recognizing that in any knowledge field, most of the articles come from a small proportion of prolific authors, who, being identified, can be studied in isolation, estimated by the square root of total authors, which is verified by adjustment to the power law, using Microsoft Excel trend line adjustment between authors publishing and published articles, by the coefficient of determination, R2 [58].
- 3.
- Hirsch index (h-index), specifying a set of “n” articles with “n” or more citations, determined by the intersection of ordered pairs between the curves: citations received by each published article (in decreasing order) and the count of published articles (cumulative) [59] and cross-citation analysis Sainaghi et al. [60], which observes the citation network between a specific article set, and therefore how some articles of this set are the basis for the creation of new knowledge (subsequent articles).
- Phase 2: Bibliometric analysis of scientific production areas
- 4.
- Publication concentration in journals or Bradford’s law, distributing the journals in thirds according to the decreasing number of documents published in them, establishing a nucleus of journals with the highest concentration that covers at least 33% of the total published records (in this case, published articles) [61,62].
- 5.
- Keyword concentration or Zipf’s law, highlighting the most commonly used keywords in the article set, estimated by the square root of total words, which is verified by the adjustment to power law [63]. Using Microsoft Excel trend line adjustment between Keywords Plus (KWP) frequency of publishing and published articles, using the coefficient of determination, R2.
3. Results
3.1. Relational Scientific Production Results
3.2. Results of the Scientific Production Space
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Author | Documents | Citations | Average Citations | Total Link Strength 1 | Cluster | Country Affiliation |
---|---|---|---|---|---|---|
Davis, Jaimie N. | 11 | 348 | 32 | 65 | Green | USA |
Gatto, Nicole M. | 6 | 259 | 43 | 22 | Green | USA |
Spruijt-Metz, Donna | 5 | 82 | 16 | 21 | Green | USA |
Zajicek, JM | 5 | 225 | 45 | 9 | Dyad | USA |
Zidenberg-Cherr, Sheri | 5 | 70 | 14 | 18 | Solo 2 | USA |
Burgermaster, Marissa | 4 | 24 | 6 | 21 | Green | USA |
Burt, Kate Gardner | 4 | 36 | 9 | 6 | Green | USA |
Cade, Janet E. | 4 | 131 | 33 | 17 | Dyad | UK |
Christian, Meaghan S. | 4 | 131 | 33 | 17 | Dyad | UK |
Cisse, Gueladio | 4 | 62 | 16 | 40 | Red/blue | Switzerland |
Diagbouga, Serge | 4 | 63 | 16 | 39 | Red/blue | Burkina Faso |
Erismann, Severine | 4 | 62 | 16 | 40 | Red/blue | Switzerland |
Eugenio-Gozalbo, Marcia | 4 | 29 | 7 | 11 | Solo | Spain |
Gerold, Jana | 4 | 62 | 16 | 40 | Red/blue | Switzerland |
Odermatt, Peter | 4 | 62 | 16 | 40 | Red/blue | Switzerland |
Schindler, Christian | 4 | 62 | 16 | 40 | Red/blue | Switzerland |
Schreinemachers, Pepijn | 4 | 49 | 12 | 30 | Red/blue | Thailand |
Shrestha, Akina | 4 | 62 | 16 | 40 | Red/blue | Switzerland and Nepal |
Strgar, Jelka | 4 | 13 | 3 | 9 | Solo | Slovenia |
Turner, Lindsey | 4 | 70 | 18 | 14 | Solo | USA |
Waliczek, TM | 4 | 171 | 43 | 8 | Dyad | USA |
Wells, Nancy M. | 4 | 94 | 24 | 37 | Solo | USA |
Yang, Ray-Yu | 4 | 51 | 13 | 35 | Red/blue | Taiwan |
Authors | Prolific Authors | Article Title | Journal ISO Abbreviation | Country/ Territory | Times Cited, WoS Core | Publication Year | WoS Index |
---|---|---|---|---|---|---|---|
Blair [66] | No | The Child in the Garden: An Evaluative Review of the Benefits of School Gardening | J. Environ. Educ. | USA | 238 | 2009 | SSCI |
Parmer et al. [67] | No | School Gardens: An Experiential Learning Approach for a Nutrition Education Program to Increase Fruit and Vegetable Knowledge, Preference, and Consumption among Second-grade Students | J. Nutr. Educ. Behav. | USA | 190 | 2009 | SCIE; SSCI |
McAleese et al. [68] | No | Garden-based nutrition education affects fruit and vegetable consumption in sixth-grade adolescents | J. Am. Diet. Assoc. | USA | 188 | 2007 | SCIE |
Robinson-O’Brien et al. [6] | No | Impact of Garden-Based Youth Nutrition Intervention Programs: A Review | J. Am. Diet. Assoc. | USA | 188 | 2009 | SCIE; SSCI |
DeCosta et al. [69] | No | Changing children’s eating behaviour—A review of experimental research | Appetite | DNK | 179 | 2017 | SCIE; SSCI |
Hawkes et al. [70] | No | Double-duty actions: seizing programme and policy opportunities to address malnutrition in all its forms | Lancet | England; USA; CHE | 163 | 2020 | SCIE; SSCI |
Ozer et al. [16] | No | The effects of school gardens on students and schools: conceptualization and considerations for maximizing healthy development | Health Educ. Behav. | USA | 145 | 2007 | SSCI |
Morgan et al. [71] | No | The impact of nutrition education with and without a school garden on knowledge, vegetable intake and preferences and quality of school life among primary-school students | Public Health Nutr. | AUS; England | 123 | 2010 | SCIE; SSCI |
Williams et al. [72] | No | Impact of Garden-Based Learning on Academic Outcomes in Schools: Synthesis of Research Between 1990 and 2010 | Rev. Educ. Res. | USA | 122 | 2013 | SSCI |
Davis et al. [73] | Yes | LA Sprouts: A Gardening, Nutrition, and Cooking Intervention for Latino Youth Improves Diet and Reduces Obesity | J. Am. Diet. Assoc. | USA | 121 | 2011 | SCIE; SSCI |
Al-Khashman et al. [74] | No | The investigation of metal concentrations in street dust samples in Aqaba city, Jordan | Environ. Geochem. Health | JOR | 104 | 2007 | SCIE |
Ohly et al. [75] | No | A systematic review of the health and well-being impacts of school gardening: synthesis of quantitative and qualitative evidence | BMC Public Health | England | 99 | 2016 | SCIE; SSCI |
Hayes-Conroy et al. [76] | No | Veggies and visceralities: A political ecology of food and feeling | Emot. Space Soc. | USA | 99 | 2013 | SSCI |
Russo et al. [77] | No | Edible green infrastructure: An approach and review of provisioning ecosystem services and disservices in urban environments | Agric. Ecosyst. Environ. | RUS; COL; ITA | 96 | 2017 | SCIE; SSCI |
Klemmer et al. [78] | Yes | Growing minds: The effect of a school gardening program on the science achievement of elementary students | HortTechnology | USA | 94 | 2005 | SCIE; SSCI |
Graham et al. [79] | No | Use of school gardens in academic instruction | J. Nutr. Educ. Behav. | USA | 94 | 2005 | SCIE |
Savoie-Roskos et al. [80] | No | Increasing Fruit and Vegetable Intake among Children and Youth through Gardening-Based Interventions: A Systematic Review | J. Acad. Nutr. Diet. | USA | 77 | 2017 | SCIE; SSCI |
Berezowitz et al. [81] | No | School Gardens Enhance Academic Performance and Dietary Outcomes in Children | J. Sch. Health | USA | 72 | 2015 | SCIE; SSCI |
Gatto et al. [82] | Yes | LA Sprouts: A Garden-Based Nutrition Intervention Pilot Program Influences Motivation and Preferences for Fruits and Vegetables in Latino Youth | J. Acad. Nutr. Diet. | USA | 64 | 2012 | SCIE; SSCI |
Langellotto et al. [83] | No | Gardening Increases Vegetable Consumption in School-aged Children: A Meta-analytical Synthesis | HortTechnology | USA | 64 | 2012 | SCIE; SSCI |
Bontrager Yoder et al. [84] | No | Farm to Elementary School Programming Increases Access to Fruits and Vegetables and Increases Their Consumption Among Those with Low Intake | J. Nutr. Educ. Behav. | USA | 60 | 2014 | SCIE; SSCI |
Christian et al. [85] | Yes | Evaluation of the impact of a school gardening intervention on children’s fruit and vegetable intake: a randomised controlled trial | Int. J. Behav. Nutr. Phys. Act. | England | 59 | 2014 | SCIE; SSCI |
Skinner et al. [86] | No | Intrinsic Motivation and Engagement as Active Ingredients in Garden-Based Education: Examining Models and Measures Derived from Self-Determination Theory | J. Environ. Educ. | USA | 55 | 2012 | SSCI |
Davis et al. [87] | Yes | Sustenance and sustainability: maximizing the impact of school gardens on health outcomes | Public Health Nutr. | USA; AUS | 54 | 2015 | SCIE; SSCI |
Robinson et al. [88] | Yes | Growing minds: The effects of a one-year school garden program on six constructs of life skills of elementary school children | HortTechnology | USA | 54 | 2005 | SCIE; SSCI |
Christian et al. [89] | Yes | Family meals can help children reach their 5 A Day: a cross-sectional survey of children’s dietary intake from London primary schools | J. Epidemiol. Community Health | England | 53 | 2013 | SCIE; SSCI |
Graham et al. [90] | No | California teachers perceive school gardens as an effective nutritional tool to promote healthful eating habits | J. Am. Diet. Assoc. | USA | 53 | 2005 | SCIE |
Bhutta et al. [91] | No | Meeting the challenges of micronutrient malnutrition in the developing world | Br. Med. Bull. | PAK | 52 | 2013 | SCIE |
Wells et al. [92] | Yes | School gardens and physical activity: A randomized controlled trial of low-income elementary schools | Prev. Med. | USA | 51 | 2014 | SCIE; SSCI |
Al-Khashman [93] | No | Assessment of heavy metals contamination in deposited street dusts in different urbanized areas in the city of Ma’an, Jordan | Environ. Earth Sci. | JOR | 51 | 2013 | SCIE |
Jaenke et al. [94] | No | The Impact of a School Garden and Cooking Program on Boys’ and Girls’ Fruit and Vegetable Preferences, Taste Rating, and Intake | Health Educ. Behav. | AUS; England | 49 | 2012 | SSCI |
Smith et al. [95] | No | Impact of hands-on science through school gardening in Louisiana public elementary schools | HortTechnology | USA | 46 | 2005 | SCIE |
French et al. [96] | No | School-based research and initiatives: fruit and vegetable environment, policy, and pricing workshop | Prev. Med. | USA | 43 | 2004 | SCIE; CPCI-S |
Guitart et al. [97] | No | Color me healthy: Food diversity in school community gardens in two rapidly urbanising Australian cities | Health Place | AUS | 43 | 2014 | SCIE; SSCI |
Waliczek et al. [98] | Yes | The effect of school gardens on children’s interpersonal relationships and attitudes toward school | HortTechnology | USA | 42 | 2001 | SCIE |
Kingsley et al. [13] | No | You feel like you’re part of something bigger: exploring motivations for community garden participation in Melbourne, Australia | BMC Public Health | AUS | 40 | 2019 | SCIE; SSCI |
Taylor et al. [99] | No | Food Availability and the Food Desert Frame in Detroit: An Overview of the City’s Food System | Environ. Pract. | USA | 40 | 2015 | ESCI |
Soylak et al. [100] | No | Lead concentrations of dust samples from Nigde City-Turkey | Fresenius Environ. Bull. | TUR | 38 | 2000 | SCIE |
Nucleus Bradford Journal | Publisher | WoS Index | IF (2022) | Best Quartile | Articles |
---|---|---|---|---|---|
HortTechnology | Amer Soc Horticultural Sci | SCIE; SSCI | 1.387 | Q3 | 25 |
Journal of Nutrition Education and Behavior | Elsevier | SCIE; SSCI | 2.822 | Q2 | 13 |
International Journal of Environmental Research and Public Health | MDPI | SCIE; SSCI | 4.614 | Q1 | 11 |
BMC Public Health | BMC | SCIE; SSCI | 4.135 | Q2 | 9 |
Nutrients | MDPI | SCIE; SSCI | 6.706 | Q1 | 8 |
Journal of the Academy of Nutrition and Dietetics | Elsevier | SCIE; SSCI | 5.234 | Q2 | 7 |
Public Health Nutrition | Cambridge Univ. | SCIE; SSCI | 4.539 | Q2 | 7 |
Journal of School Health | Wiley | SCIE; SSCI | 2.460 | Q2 | 7 |
Journal of Extension | Univ. of Wisconsin | ESCI | N.A. | N.A. | 6 |
Sustainability | MDPI | SCIE; SSCI | 3.889 | Q2 | 5 |
Education Sciences | MDPI | ESCI | N.A. | N.A. | 5 |
Remea-Revista Eletronica do Mestrado em Educacao Ambiental | Fed. Univ. Rio Grande | ESCI | N.A. | N.A. | 5 |
Journal of Agriculture Food Systems and Community Development | Lyson Center Civic Agriculture & Food Systems | ESCI | N.A. | N.A. | 5 |
Journal of Environmental Education | Taylor & Francis | SSCI | 2.957 | Q2 | 5 |
Health Education & Behavior | Sage | SSCI | 4.444 | Q2 | 5 |
Total | --- | --- | 123 |
Author | HortTechnology | J. Nutr. Educ. Behav. | Int. J. Environ. Res. Public Health | BMC Public Health | Nutrients | J. Sch. Health | Public Health Nutr. | J. Acad. Nutr. Diet. | J. Environ. Educ. | Health Educ. Behav. | Journals to which the Author has Contributed |
---|---|---|---|---|---|---|---|---|---|---|---|
Davis, Jaimie N. | 0 | 2 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 4 |
Gatto, Nicole M. | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 |
Spruijt-Metz, Donna | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Zajicek, JM | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Zidenberg-Cherr, Sheri | 0 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 |
Burgermaster, Marissa | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 |
Burt, Kate Gardner | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 2 |
Cade, Janet E. | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Christian, Meaghan S. | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Cisse, Gueladio | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Diagbouga, Serge | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Erismann, Severine | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Eugenio-Gozalbo, Marcia | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
Gerold, Jana | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Odermatt, Peter | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Schindler, Christian | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Shrestha, Akina | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Turner, Lindsey | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 3 |
Waliczek, TM | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Wells, Nancy M. | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Yang, Ray-Yu | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Authors contributing | 2 | 6 | 1 | 10 | 1 | 1 | 2 | 4 | 1 | 2 | / |
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Castillo, D.; Vega-Muñoz, A.; Salazar-Sepúlveda, G.; Contreras-Barraza, N.; Torres-Alcayaga, M. Bibliometric Mapping of School Garden Studies: A Thematic Trends Analysis. Horticulturae 2023, 9, 359. https://doi.org/10.3390/horticulturae9030359
Castillo D, Vega-Muñoz A, Salazar-Sepúlveda G, Contreras-Barraza N, Torres-Alcayaga M. Bibliometric Mapping of School Garden Studies: A Thematic Trends Analysis. Horticulturae. 2023; 9(3):359. https://doi.org/10.3390/horticulturae9030359
Chicago/Turabian StyleCastillo, Dante, Alejandro Vega-Muñoz, Guido Salazar-Sepúlveda, Nicolás Contreras-Barraza, and Mario Torres-Alcayaga. 2023. "Bibliometric Mapping of School Garden Studies: A Thematic Trends Analysis" Horticulturae 9, no. 3: 359. https://doi.org/10.3390/horticulturae9030359
APA StyleCastillo, D., Vega-Muñoz, A., Salazar-Sepúlveda, G., Contreras-Barraza, N., & Torres-Alcayaga, M. (2023). Bibliometric Mapping of School Garden Studies: A Thematic Trends Analysis. Horticulturae, 9(3), 359. https://doi.org/10.3390/horticulturae9030359