We are always looking for ways to improve our service. If you have feedback about this guide we'd really appreciate hearing it!
Exploratory searching is an important step in systematic searching as it informs you about the literature available for your review.
Exploratory searches will help you check if similar reviews have been recently published and identify if relevant literature is available for your review topic. Thorough exploratory searching can set you on the right path early on and avoid redundant research, assess the gaps in current knowledge and refine the scope of your topic.
Throughout this process, you will read widely to better understand your topic and discover the terminology used by different authors. You will identify relevant articles to form a ‘gold set’ and you will start collecting relevant terminology to start building your list of keywords.
The 'gold set' is a selection of articles matching your topic/research question. You may have found gold set articles already or your supervisor and research team members may share some. You decide on and select these articles as an important first step in your review. Continue to add to your gold set as you develop your systematic search
What are gold set articles used for?
What should your gold set articles do?
How do they help your search?
Review the information on this page, then action the below steps to explore your topic:
Finding similar systematic-like reviews on your topic can help you make decisions about your own review.
See our Systematic and systematic-like review toolkit for more information about searching for existing reviews.
Looking for relevant research on your topic will help you plan and build an effective search strategy.
Expand the sections below to access tools for finding relevant articles and learn which search techniques are applicable.
Google Scholar is a valuable tool for finding articles that are too new or otherwise not indexed in your chosen databases. Copy and paste the main themes from your topic into the search box and explore the first page of results. You can also do a search that limits results to the last two years so that you can make sure you've captured the latest publications.
NOTE: Google can only find the words you input, it won’t find alternative keywords for you, so you have to try lots of different combinations.
Deakin Library Search is a great starting point to locate a range of resources, including academic articles and systematic reviews that are held in our collection.
The most recommended citation databases to use are Scopus and Web of Science. Searching citation databases is helpful to find additional relevant articles. Citation databases can:
Check out the video (4:58) below to see how to perform a search in the citation database Scopus.
Now that you’ve identified some gold set articles, the next step is organising your findings into a Summary Literature Table. This table will help you develop a clear and organised overview of the key aspects of your gold set articles, helping you identify patterns, trends, and additional keywords.
Download the Summary Literature Table document and enter the relevant details from each of your gold set articles into the defined categories.
You can also use the second page of the Summary Literature Table to record your findings throughout your review of the literature. This involves summarising the main objectives, methodologies employed, key findings, and any other pertinent information essential to understanding the article's contribution to your research.
When analysing the gold set (comparing and mining terms), consider the below steps to guide your analysis:
While there are many ways to store, anlayse and organise your gold set data, we will demonstrate a visual method in the table below. As you can see, three sample articles have been set out including data on the title, abstract, key authors and citation.
Topic: Examining the effects of helicopter parenting on the development of college-aged individuals
Concepts: Helicopter parenting, college-aged individuals
Title | Helicopter Parenting and the Mental Health of iGen College Students | Authoritative parenting and college students' academic adjustment and success | Black hawk down?: Establishing helicopter parenting as a distinct construct from other forms of parental control during emerging adulthood |
---|---|---|---|
Abstract Sample | Helicopter parenting is a type of over-parenting in which parents hover over their college students, ready to intervene at a moment's notice to protect and micromanage their emerging adult's personal and academic life. Constant monitoring by parents may have a negative impact on mental health by decreasing a sense of independence and self-efficacy. Current traditional undergraduate students comprise the cohort of youth in the iGen generation. With the advent of smartphones, parents' surveillance adds to the "culture of safetyism" that predominates on college campuses, leading to mental health issues such as anxiety, depression, and eating disorders. Psychiatric-mental health nurses need to be aware of the effects of helicopter parenting on the development of college students and encourage youth to engage in challenging educational and social activities that promote autonomy and independence. | This study examined connections between college students' adjustment and success and characteristics of their relationships with their parents. A sample of 236 students completed the Student Attitudes and Perceptions Survey, a 135-item anonymous self-report instrument. Students' grades, confidence level, persistence, task involvement, and rapport with their teachers were generally predicted by both current and childhood levels of parental autonomy granting, demandingness, and supportiveness. Ratings of parenting characteristics were equally predictive of adjustment and success among students living with their parents and those living on their own. They were somewhat less predictive of seniors' adjustment and success than they were for freshmen, sophomores, and juniors. These findings suggest that parenting style continues to play an important role in the academic lives of college students. (APA PsycInfo Database Record (c) 2016 APA, all rights reserved) | The purpose of the current study was to establish a measure of helicopter parenting that was distinct from other forms of parental control, and to examine parental and behavioral correlates of helicopter parenting. Participants included 438 undergraduate students from four universities in the United States (Mage = 19.65, SD = 2.00, range = 18–29; 320 women, 118 men), and at least one of their parents. Analyses revealed that helicopter parenting loaded on a separate factor from both behavioral and psychological control, and that helicopter parenting was positively associated with behavioral and psychological control, but not at levels suggesting complete overlap. Results also revealed that helicopter parenting was positively associated with parental involvement and with other positive aspects of the parent–child relationship; but negatively associated with parental autonomy granting and school engagement. Discussion focuses on the implications of helicopter parenting for healthy development during emerging adulthood. |
Citation | Wieland, D. M., & Kucirka, B. G. (2020). Helicopter parenting and the mental health of iGen college students. Journal of Psychosocial Nursing and Mental Health Services, 58(5), 16–22. | Strage, A., & Brandt, T. S. (1999). Authoritative parenting and college students' academic adjustment and success. Journal of Educational Psychology, 91(1), 146. |
Padilla-Walker, L. M., & Nelson, L. J. (2012). Black hawk down?: Establishing helicopter parenting as a distinct construct from other forms of parental control during emerging adulthood. Journal of Adolescence, 35(5), 1177-1190. |
Database |
Medline, APA PsycINFO |
APA PsycINFO | Medline, APA PsycINFO |
PMID | 31846046 | N/A | 22503075 |
By preparing a gold set and doing a thorough analysis of the articles you can develop a good grasp of the vocabulary used to describe the topic, and awareness of the literature available on the topic. This knowledge can set you up with a clear and comprehensive start to your search strategy.
See the below example of concepts and terms, where highlighted terms are newly added from the gold set analysis.
Concepts | Alternative words/synonyms |
---|---|
Helicopter parenting | "helicopter parent*" "parental control" "parental relationship" "parental autonomy" "parent* surveillance" "over parenting" overparenting |
College-aged individuals | "university student*" "tertiary student*" youth* "college student*" undergraduate* "young adult*" "emerging adult*" |