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	Comments for Dr Lynette Pretorius	</title>
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	<link>https://www.lynettepretorius.com</link>
	<description>Educator and researcher</description>
	<lastBuildDate>Sun, 23 Aug 2026 22:52:48 +0000</lastBuildDate>
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		Comment on Demystifying research paradigms by Lynette Pretorius		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-26431</link>

		<dc:creator><![CDATA[Lynette Pretorius]]></dc:creator>
		<pubDate>Sun, 23 Aug 2026 22:52:48 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=505#comment-26431</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-26414&quot;&gt;Caitlin&lt;/a&gt;.

Hi Caitlin, I&#039;m glad you found the article helpful. I came up with value-aware and value-driven as terms myself to help distinguish the different types of axiology, but they are reflective of what the literature more broadly says about axiology. Here is the basic description as I conceptualise them:

Value-free: This is usually associated with positivism, where they believe all possible steps should be taken to minimise the researcher&#039;s influence to allow objective observation of empirical evidence, since they are looking for universal laws of cause and effect.

Value-aware: This is usually associated with post-positivism, which still strives to reach objectivity, but also acknowledges that it is ultimately unobtainable because of people&#039;s inherent limitations. As a result, they use strategies to be reflexive and critical of their influence on their research, with the ultimate aim of drawing ever closer to explaining ultimate truth.

Value-laden: This is associated with multiple paradigms (e.g., constructivism, interpretivism, etc.). Researchers with a value-laden axiology not only agree that humans have influence on the research but see this as an inherent strength. They would, for example, use their insider understanding of a particular context to better understand a participant&#039;s interview comment, drawing on their own experiences as a strength.

Value-driven: This is associated with pragmatism as well as several non-canonical paradigms. In essence, these researchers believe that knowledge cannot be separated from who we are or what we care about. They use their values to drive what they research and how they research it, often with the goal of addressing a real-world problem with a practical solution.

In terms of a useful source for further reading, I find this one very good (you can access it through the Sage Research Methods Online database if you don&#039;t have the book itself): Hiles, D., Heron, J., &amp; Reason, P. (2008). Axiology. In The SAGE encyclopedia of qualitative research methods. SAGE Publications, Inc., https://doi.org/10.4135/9781412963909.n31]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-26414">Caitlin</a>.</p>
<p>Hi Caitlin, I&#8217;m glad you found the article helpful. I came up with value-aware and value-driven as terms myself to help distinguish the different types of axiology, but they are reflective of what the literature more broadly says about axiology. Here is the basic description as I conceptualise them:</p>
<p>Value-free: This is usually associated with positivism, where they believe all possible steps should be taken to minimise the researcher&#8217;s influence to allow objective observation of empirical evidence, since they are looking for universal laws of cause and effect.</p>
<p>Value-aware: This is usually associated with post-positivism, which still strives to reach objectivity, but also acknowledges that it is ultimately unobtainable because of people&#8217;s inherent limitations. As a result, they use strategies to be reflexive and critical of their influence on their research, with the ultimate aim of drawing ever closer to explaining ultimate truth.</p>
<p>Value-laden: This is associated with multiple paradigms (e.g., constructivism, interpretivism, etc.). Researchers with a value-laden axiology not only agree that humans have influence on the research but see this as an inherent strength. They would, for example, use their insider understanding of a particular context to better understand a participant&#8217;s interview comment, drawing on their own experiences as a strength.</p>
<p>Value-driven: This is associated with pragmatism as well as several non-canonical paradigms. In essence, these researchers believe that knowledge cannot be separated from who we are or what we care about. They use their values to drive what they research and how they research it, often with the goal of addressing a real-world problem with a practical solution.</p>
<p>In terms of a useful source for further reading, I find this one very good (you can access it through the Sage Research Methods Online database if you don&#8217;t have the book itself): Hiles, D., Heron, J., &#038; Reason, P. (2008). Axiology. In The SAGE encyclopedia of qualitative research methods. SAGE Publications, Inc., <a href="https://doi.org/10.4135/9781412963909.n31" rel="nofollow ugc">https://doi.org/10.4135/9781412963909.n31</a></p>
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		<title>
		Comment on Demystifying research paradigms by Caitlin		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-26414</link>

		<dc:creator><![CDATA[Caitlin]]></dc:creator>
		<pubDate>Sun, 23 Aug 2026 12:32:48 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=505#comment-26414</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-1230&quot;&gt;Lynette Pretorius&lt;/a&gt;.

Hi Lynette,

This article has been incredibly helpful as an introduction to research paradigms. Thank you for sharing it.

I was wondering whether you have any recommended reading on axiology, particularly regarding the understanding of research as value-free, value-aware, value-laden, or value-driven.

I am also curious about the terminology itself. Are these labels drawn from an established body of literature, or are they terms that you have developed to help describe the different positions within the debate?

Thanks so much in advance!!
Caitlin]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-1230">Lynette Pretorius</a>.</p>
<p>Hi Lynette,</p>
<p>This article has been incredibly helpful as an introduction to research paradigms. Thank you for sharing it.</p>
<p>I was wondering whether you have any recommended reading on axiology, particularly regarding the understanding of research as value-free, value-aware, value-laden, or value-driven.</p>
<p>I am also curious about the terminology itself. Are these labels drawn from an established body of literature, or are they terms that you have developed to help describe the different positions within the debate?</p>
<p>Thanks so much in advance!!<br />
Caitlin</p>
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		Comment on Seeing myself in pixels: What happens when GenAI becomes a co-researcher? by Lynette Pretorius		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/seeing-myself-in-pixels/#comment-26012</link>

		<dc:creator><![CDATA[Lynette Pretorius]]></dc:creator>
		<pubDate>Fri, 14 Aug 2026 00:06:25 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=1512#comment-26012</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.lynettepretorius.com/the_scholars_way_blog/seeing-myself-in-pixels/#comment-26004&quot;&gt;GAAbstract&lt;/a&gt;.

Yes, using the tool to help convey your ideas more effectively is definitely a better approach than getting it to write it for you.]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.lynettepretorius.com/the_scholars_way_blog/seeing-myself-in-pixels/#comment-26004">GAAbstract</a>.</p>
<p>Yes, using the tool to help convey your ideas more effectively is definitely a better approach than getting it to write it for you.</p>
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		Comment on Seeing myself in pixels: What happens when GenAI becomes a co-researcher? by GAAbstract		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/seeing-myself-in-pixels/#comment-26004</link>

		<dc:creator><![CDATA[GAAbstract]]></dc:creator>
		<pubDate>Thu, 13 Aug 2026 21:53:31 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=1512#comment-26004</guid>

					<description><![CDATA[Thank you for this thoughtful reflection on GenAI as a co-researcher — the question of where a researcher&#039;s own voice ends and the tool&#039;s begins is one I keep coming back to. I&#039;ve found the boundary is easiest to hold when AI is used for communication tasks rather than content generation: for example, I use GAAbstract to turn the conclusions I&#039;ve already written into a graphical abstract for journal submission, and because the tool only visualizes my own text, my argument stays intact. It&#039;s a small, concrete way to keep the researcher in control while still gaining some of GenAI&#039;s efficiency.]]></description>
			<content:encoded><![CDATA[<p>Thank you for this thoughtful reflection on GenAI as a co-researcher — the question of where a researcher&#8217;s own voice ends and the tool&#8217;s begins is one I keep coming back to. I&#8217;ve found the boundary is easiest to hold when AI is used for communication tasks rather than content generation: for example, I use GAAbstract to turn the conclusions I&#8217;ve already written into a graphical abstract for journal submission, and because the tool only visualizes my own text, my argument stays intact. It&#8217;s a small, concrete way to keep the researcher in control while still gaining some of GenAI&#8217;s efficiency.</p>
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		<title>
		Comment on Demystifying research paradigms by Lynette Pretorius		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-24432</link>

		<dc:creator><![CDATA[Lynette Pretorius]]></dc:creator>
		<pubDate>Mon, 13 Jul 2026 00:24:06 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=505#comment-24432</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-24416&quot;&gt;Beste&lt;/a&gt;.

You are very welcome! :)]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-24416">Beste</a>.</p>
<p>You are very welcome! 🙂</p>
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		<title>
		Comment on Demystifying research paradigms by Beste		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/demystifying-research-paradigms/#comment-24416</link>

		<dc:creator><![CDATA[Beste]]></dc:creator>
		<pubDate>Sun, 12 Jul 2026 12:12:02 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=505#comment-24416</guid>

					<description><![CDATA[i really enjoyed reading this. thank you for publishing it.]]></description>
			<content:encoded><![CDATA[<p>i really enjoyed reading this. thank you for publishing it.</p>
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		<title>
		Comment on Theoretical and conceptual frameworks in research by Lynette Pretorius		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-24236</link>

		<dc:creator><![CDATA[Lynette Pretorius]]></dc:creator>
		<pubDate>Wed, 08 Jul 2026 09:25:08 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=607#comment-24236</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-24235&quot;&gt;Joann&lt;/a&gt;.

You are very welcome!]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-24235">Joann</a>.</p>
<p>You are very welcome!</p>
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		<title>
		Comment on Theoretical and conceptual frameworks in research by Joann		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-24235</link>

		<dc:creator><![CDATA[Joann]]></dc:creator>
		<pubDate>Wed, 08 Jul 2026 08:37:21 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=607#comment-24235</guid>

					<description><![CDATA[Thank you very much ms lynette..this presentation will be very helpful.god bless]]></description>
			<content:encoded><![CDATA[<p>Thank you very much ms lynette..this presentation will be very helpful.god bless</p>
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		<title>
		Comment on Theoretical and conceptual frameworks in research by Lynette Pretorius		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-23821</link>

		<dc:creator><![CDATA[Lynette Pretorius]]></dc:creator>
		<pubDate>Mon, 22 Jun 2026 02:58:29 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=607#comment-23821</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-23782&quot;&gt;WB&lt;/a&gt;.

To create a conceptual framework, you would need to have multiple concepts that you joing together. This doesn&#039;t have to be from someone else&#039;s theory, it can also be from your own understandings and experiences. A working theory is a provisional explanation used as a starting point for further research. It is usually temporary and is used to conduct further exploration leading to it being adaptated or discarded as new evidence is found.]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-23782">WB</a>.</p>
<p>To create a conceptual framework, you would need to have multiple concepts that you joing together. This doesn&#8217;t have to be from someone else&#8217;s theory, it can also be from your own understandings and experiences. A working theory is a provisional explanation used as a starting point for further research. It is usually temporary and is used to conduct further exploration leading to it being adaptated or discarded as new evidence is found.</p>
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		Comment on Theoretical and conceptual frameworks in research by WB		</title>
		<link>https://www.lynettepretorius.com/the_scholars_way_blog/theoretical-and-conceptual-frameworks-in-research/#comment-23782</link>

		<dc:creator><![CDATA[WB]]></dc:creator>
		<pubDate>Sat, 20 Jun 2026 12:29:03 +0000</pubDate>
		<guid isPermaLink="false">https://www.lynettepretorius.com/?p=607#comment-23782</guid>

					<description><![CDATA[Must conceptual frameworks be constructed using concepts from other theories? What if one uses one’s own assumptions or observations to construct a conceptual framework? 

Also, what is a working theory? 

Thank you!]]></description>
			<content:encoded><![CDATA[<p>Must conceptual frameworks be constructed using concepts from other theories? What if one uses one’s own assumptions or observations to construct a conceptual framework? </p>
<p>Also, what is a working theory? </p>
<p>Thank you!</p>
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