WEBVTT 00:00:00.000 --> 00:00:02.560 OK, let's unpack this. Have you ever really paused 00:00:02.560 --> 00:00:07.500 to consider the quiet yet incredibly powerful 00:00:07.500 --> 00:00:10.679 impact of the data collected about you, especially 00:00:10.679 --> 00:00:13.400 in a place as formative and influential as school? 00:00:13.699 --> 00:00:15.720 It's everywhere, isn't it? It really is. From 00:00:15.720 --> 00:00:18.429 those early report cards that felt like destiny 00:00:18.429 --> 00:00:21.469 to the assessments that subtly nudge your academic 00:00:21.469 --> 00:00:24.510 path. Today, we're taking a deep dive into some 00:00:24.510 --> 00:00:27.390 truly profound insights from Gary Ackerman, specifically 00:00:27.390 --> 00:00:29.809 his thoughts on the ethics of data collection 00:00:29.809 --> 00:00:32.969 in education. What's so compelling is that this 00:00:32.969 --> 00:00:35.850 material, written a few years back, still resonates 00:00:35.850 --> 00:00:38.070 so strongly with our modern world. I mean, data 00:00:38.070 --> 00:00:40.270 is collected on us almost constantly now. Yeah, 00:00:40.289 --> 00:00:42.170 sometimes without us even realizing the full 00:00:42.170 --> 00:00:45.429 implications. Exactly. So our mission for this 00:00:45.429 --> 00:00:49.289 deep dive is to extract the most important nuggets 00:00:49.289 --> 00:00:52.310 of knowledge about what it truly means to ethically 00:00:52.310 --> 00:00:54.609 gather information within any learning environment. 00:00:55.350 --> 00:00:57.450 Why does this matter to you listening right now? 00:00:57.520 --> 00:01:00.299 Well, it matters because you're navigating a 00:01:00.299 --> 00:01:02.979 world increasingly shaped by algorithms, profiles, 00:01:03.179 --> 00:01:06.219 data points, and understanding the ethical bedrock 00:01:06.219 --> 00:01:09.739 beneath all this can give you a powerful new 00:01:09.739 --> 00:01:13.319 lens, a way to interpret what you see, what you 00:01:13.319 --> 00:01:15.819 share, maybe what's being done with your information. 00:01:15.980 --> 00:01:17.840 Yeah, this isn't just for researchers. It's really 00:01:17.840 --> 00:01:20.379 for anyone living in the 21st century. Definitely. 00:01:20.519 --> 00:01:23.859 So to kick things off, when Gary Ackerman discusses 00:01:23.859 --> 00:01:27.430 data collection and education, What are the absolute 00:01:27.430 --> 00:01:30.530 non -negotiable ground rules he insists on? It's 00:01:30.530 --> 00:01:33.569 like right from the start. What does he lay out 00:01:33.569 --> 00:01:36.430 as the core responsibilities that simply cannot 00:01:36.430 --> 00:01:39.049 be bypassed? What's truly fascinating here, I 00:01:39.049 --> 00:01:41.969 think, is how Ackerman begins. He emphasizes 00:01:41.969 --> 00:01:44.450 this fundamental responsibility that goes beyond 00:01:44.450 --> 00:01:48.450 just compliance. It's about proceeding in a manner 00:01:48.450 --> 00:01:50.730 that respects not just the individuals involved, 00:01:50.730 --> 00:01:53.049 the subjects, but also the entire process. The 00:01:53.049 --> 00:01:55.250 processes. Yeah, the data collection process 00:01:55.250 --> 00:01:57.670 and, crucially, the broader community that those 00:01:57.670 --> 00:01:59.989 individuals come from. It's not just about avoiding 00:01:59.989 --> 00:02:01.829 harm, which is obviously key. Sure. It's about 00:02:01.829 --> 00:02:04.609 an active, conscious respect, you know, a holistic 00:02:04.609 --> 00:02:07.599 respect for everyone involved. importantly, for 00:02:07.599 --> 00:02:09.699 the integrity of the information being gathered. 00:02:09.979 --> 00:02:12.379 Okay, active respect. So what does that look 00:02:12.379 --> 00:02:14.159 like in practice? What are the tenets he lays 00:02:14.159 --> 00:02:16.719 out? Well, he outlines several key ones, and 00:02:16.719 --> 00:02:19.919 they're quite specific. Firstly, ethical researchers 00:02:19.919 --> 00:02:23.120 absolutely do not endanger the physical or emotional 00:02:23.120 --> 00:02:25.599 health of subjects. Seems basic, but... Probably 00:02:25.599 --> 00:02:27.960 more complex than it sounds. Especially the emotional 00:02:27.960 --> 00:02:29.860 health part, right? In a school setting that's 00:02:29.860 --> 00:02:31.879 incredibly fragile and maybe easily overlooked 00:02:31.879 --> 00:02:35.419 sometimes. Secondly, they have to take concrete 00:02:35.419 --> 00:02:38.580 proactive steps to ensure the privacy of subjects. 00:02:39.060 --> 00:02:41.319 We're talking about incredibly sensitive personal 00:02:41.319 --> 00:02:44.819 data here, particularly for students. Yeah, absolutely 00:02:44.819 --> 00:02:47.289 paramount. Right. And thirdly, and this is crucial, 00:02:47.849 --> 00:02:50.569 they preserve subjects' right to withdraw from 00:02:50.569 --> 00:02:53.689 participation at any point without facing any 00:02:53.689 --> 00:02:56.389 penalty whatsoever. That right to just walk away, 00:02:56.550 --> 00:02:59.090 no questions asked. Exactly. It ensures participation 00:02:59.090 --> 00:03:02.889 is always truly voluntary. Autonomy is key. That 00:03:02.889 --> 00:03:05.030 makes perfect sense. That right to withdraw is 00:03:05.030 --> 00:03:08.629 so vital in ensuring people aren't coerced. But 00:03:08.629 --> 00:03:10.569 you mentioned another point, one that's maybe 00:03:10.569 --> 00:03:14.189 a bit less intuitive. about incentives. He says 00:03:14.189 --> 00:03:16.810 rewarding subjects should be avoided. Ah, yes. 00:03:16.830 --> 00:03:18.990 Can you elaborate on why that's so critical? 00:03:19.030 --> 00:03:20.729 It feels kind of counterintuitive, doesn't it? 00:03:20.750 --> 00:03:23.870 Like a small gift card. What's the harm? It absolutely 00:03:23.870 --> 00:03:26.150 does feel counterintuitive for many people, but 00:03:26.150 --> 00:03:29.990 it's a really critical rule for maintaining objective, 00:03:29.990 --> 00:03:33.810 unbiased information. Ackerman makes it clear. 00:03:34.330 --> 00:03:37.110 Rewarding subjects for participating actually 00:03:37.110 --> 00:03:39.710 poses a significant threat to the data's integrity. 00:03:40.069 --> 00:03:43.740 A threat? How so? Well, imagine you're a student, 00:03:43.919 --> 00:03:47.560 right? And a researcher offers you, say, a gift 00:03:47.560 --> 00:03:50.099 card or maybe extra credit to fill out a survey 00:03:50.099 --> 00:03:53.060 about your study habits. OK. Even if you're trying 00:03:53.060 --> 00:03:55.539 your best to be honest, there's a kind of subconscious 00:03:55.539 --> 00:03:58.520 pressure there. You might subtly skew your answers. 00:03:58.639 --> 00:04:00.539 Like say what you think they want to hear. Exactly. 00:04:00.740 --> 00:04:03.860 Or maybe exaggerate positive behaviors, downplay 00:04:03.860 --> 00:04:06.330 negative ones simply because you want to earn 00:04:06.330 --> 00:04:09.090 that reward, or you perceive a desired outcome 00:04:09.090 --> 00:04:11.590 from the person offering it. Ah, I see. This 00:04:11.590 --> 00:04:14.009 creates what's known in research as response 00:04:14.009 --> 00:04:17.350 bias. The data you collect no longer truly reflects 00:04:17.350 --> 00:04:19.329 the natural state or opinion of the subject. 00:04:20.569 --> 00:04:22.889 While it's a version influenced by the incentive, 00:04:23.470 --> 00:04:26.290 it contaminates the purity of the data. So it 00:04:26.290 --> 00:04:29.069 makes the data less trustworthy? Precisely. Less 00:04:29.069 --> 00:04:32.480 reliable, less representative of reality. So 00:04:32.480 --> 00:04:34.819 while offering a reward feels like a nice thing 00:04:34.819 --> 00:04:37.899 to do, it can corrupt the very information you're 00:04:37.899 --> 00:04:40.240 trying to gather. It's not about being stingy. 00:04:40.259 --> 00:04:42.779 It's about methodological rigor. That's a really 00:04:42.779 --> 00:04:45.620 provocative point about incentives. Definitely 00:04:45.620 --> 00:04:48.779 challenges intuition. It does. So if we can't 00:04:48.779 --> 00:04:51.879 offer rewards, how then do researchers ethically 00:04:51.879 --> 00:04:54.740 encourage participation? especially in a busy 00:04:54.740 --> 00:04:57.279 school environment without, you know, accidentally 00:04:57.279 --> 00:04:59.639 coercing people. That's where clear communication 00:04:59.639 --> 00:05:01.579 and really demonstrating the value of the research 00:05:01.579 --> 00:05:04.420 become paramount. Okay. Instead of external rewards, 00:05:04.720 --> 00:05:06.920 ethical researchers focus on explaining the purpose 00:05:06.920 --> 00:05:09.180 of the study clearly. How might the findings 00:05:09.180 --> 00:05:11.399 actually benefit the participants or the school 00:05:11.399 --> 00:05:14.019 or the wider community? Why is their honest input 00:05:14.019 --> 00:05:16.899 genuinely important? It becomes about intrinsic 00:05:16.899 --> 00:05:20.019 motivation. So understanding the why. Exactly. 00:05:20.139 --> 00:05:22.199 Understanding their contribution rather than 00:05:22.199 --> 00:05:24.990 getting an extrinsic Prize. It means building 00:05:24.990 --> 00:05:27.709 trust, ensuring anonymity or confidentiality 00:05:27.709 --> 00:05:30.730 is rock solid, and respecting participants' time. 00:05:30.930 --> 00:05:32.850 Which sounds much harder than just offering a 00:05:32.850 --> 00:05:35.910 carrot. It is more challenging, definitely, but 00:05:35.910 --> 00:05:38.790 it leads to far more credible and ethically sound 00:05:38.790 --> 00:05:41.610 data in the end. Okay, we've laid the groundwork 00:05:41.610 --> 00:05:44.230 with these core ethical rules, respect, privacy, 00:05:44.509 --> 00:05:47.610 withdrawal, no rewards. But then Gary Ackerman 00:05:47.610 --> 00:05:50.449 introduces a concept that takes this discussion 00:05:50.449 --> 00:05:53.040 to an entirely different level. maybe even a 00:05:53.040 --> 00:05:56.139 bit unsettling. He describes education itself 00:05:56.139 --> 00:05:59.980 as a wicked problem. What does that profound 00:05:59.980 --> 00:06:03.879 idea even mean? And how does it radically redefine 00:06:03.879 --> 00:06:05.879 our understanding of the data we collect within 00:06:05.879 --> 00:06:08.240 a learning environment? This feels like a major 00:06:08.240 --> 00:06:11.360 shift. It is a major shift in thinking. So connecting 00:06:11.360 --> 00:06:13.839 this to the bigger picture, the term wicked problem, 00:06:14.480 --> 00:06:16.459 it isn't just about something being difficult 00:06:16.459 --> 00:06:18.620 or complex, like a really hard math equation. 00:06:18.699 --> 00:06:21.920 Okay, not just hard. No. It's a specific type 00:06:21.920 --> 00:06:24.699 of problem, often found in social policy or planning, 00:06:25.139 --> 00:06:27.779 where there are no simple right or wrong solutions. 00:06:28.399 --> 00:06:30.560 Every solution or intervention you implement 00:06:30.560 --> 00:06:33.699 has profound, often irreversible, and permanent 00:06:33.699 --> 00:06:36.879 effects, and can also reveal new problems you 00:06:36.879 --> 00:06:39.360 didn't anticipate. Can you give an example? Sure. 00:06:39.540 --> 00:06:42.560 Think about climate change or poverty. These 00:06:42.560 --> 00:06:45.220 are often cited as classic wicked problems. There's 00:06:45.220 --> 00:06:48.459 no single fix, right? And every attempt to solve 00:06:48.459 --> 00:06:51.000 them creates new consequences, new challenges. 00:06:51.379 --> 00:06:53.180 Got it. So how does education fit that mold? 00:06:53.360 --> 00:06:56.759 Well, for education, this means that every single 00:06:56.759 --> 00:06:59.500 interaction, every lesson, every assessment, 00:06:59.699 --> 00:07:02.300 and yes, every piece of data collected, it isn't 00:07:02.300 --> 00:07:04.720 just a fleeting moment. It becomes a lasting 00:07:04.720 --> 00:07:07.259 and indelible part of an individual's experience 00:07:07.259 --> 00:07:10.670 and their identity. Indelible. it can't be erased. 00:07:10.970 --> 00:07:13.149 In a sense, yes. It's not like solving a simple 00:07:13.149 --> 00:07:14.810 math problem where you get an answer and move 00:07:14.810 --> 00:07:17.569 on. The answer here, the data point about a student, 00:07:17.709 --> 00:07:20.050 impacts their life trajectory, their self -perception, 00:07:20.209 --> 00:07:22.829 their future choices in deeply personal ways. 00:07:23.009 --> 00:07:25.629 Wow. That truly raises an incredibly important 00:07:25.629 --> 00:07:27.629 question, doesn't it? It does. When it comes 00:07:27.629 --> 00:07:29.829 to data collection in such a sensitive environment, 00:07:30.949 --> 00:07:34.430 if every interaction has these potentially permanent 00:07:34.430 --> 00:07:37.660 effects, what does this tell us about the grades 00:07:37.660 --> 00:07:40.860 or labels we get, you know, from online learning 00:07:40.860 --> 00:07:43.180 platforms today or even just a teacher's casual 00:07:43.180 --> 00:07:45.680 comment. Are they also leaving these indelible 00:07:45.680 --> 00:07:47.980 marks maybe without us realizing it? That's the 00:07:47.980 --> 00:07:50.500 implication, yes. And Ackerman emphasizes that 00:07:50.500 --> 00:07:53.279 this influence can be significantly exaggerated 00:07:53.279 --> 00:07:56.019 when that data isn't just collected quietly. 00:07:56.560 --> 00:07:59.079 but then it's actively reported back to the subjects 00:07:59.079 --> 00:08:00.819 themselves. Reported back, you mean like getting 00:08:00.819 --> 00:08:03.120 a report card or seeing a dashboard? Exactly. 00:08:03.180 --> 00:08:06.000 The source makes it clear that when data is collected 00:08:06.000 --> 00:08:08.220 from a population and then reported back to them, 00:08:08.600 --> 00:08:10.959 it inherently influences data collected later 00:08:10.959 --> 00:08:13.019 on. How does that work, like a feedback loop? 00:08:13.220 --> 00:08:15.300 Precisely. You get a data point about yourself, 00:08:15.319 --> 00:08:18.100 say a grade or a performance rating. That data 00:08:18.100 --> 00:08:20.459 point shapes your self -perception or maybe your 00:08:20.459 --> 00:08:23.220 behavior, and then your new behavior, influenced 00:08:23.220 --> 00:08:25.740 by that data, generates new data, potentially 00:08:25.740 --> 00:08:28.259 re - reinforcing that initial perception. It 00:08:28.259 --> 00:08:30.199 can become a kind of self -fulfilling prophecy. 00:08:30.639 --> 00:08:32.220 Okay, now I have to ask about the example he 00:08:32.220 --> 00:08:35.200 gives. It sounds really striking and something 00:08:35.200 --> 00:08:37.539 maybe many of us can relate to on a gut level. 00:08:37.659 --> 00:08:40.620 Ah, the math grade story. He talks about wondering 00:08:40.620 --> 00:08:44.200 if his own perception of himself, like not being 00:08:44.200 --> 00:08:46.759 a strong math student, was the direct result 00:08:46.759 --> 00:08:49.799 of a D he got on a report card way back in fourth 00:08:49.799 --> 00:08:53.000 grade. Hmm, fourth grade. Yeah. It's such a small, 00:08:53.240 --> 00:08:55.220 almost insignificant seeming piece of data from 00:08:55.220 --> 00:08:57.759 decades ago, right? Yeah. Yet it evidently had 00:08:57.759 --> 00:09:00.860 this profound lingering effect on how he saw 00:09:00.860 --> 00:09:03.000 himself in that area. It really makes you stop 00:09:03.000 --> 00:09:06.700 and think. It does. Yeah. How can one small grade 00:09:06.700 --> 00:09:09.059 from when you were, what, nine or 10 years old 00:09:09.059 --> 00:09:11.980 stick with you so powerfully, even when later 00:09:11.980 --> 00:09:14.460 evidence completely contradicts it? He mentions 00:09:14.460 --> 00:09:16.519 that later in life his own students perceived 00:09:16.519 --> 00:09:19.279 him as a good math teacher, actual real world 00:09:19.279 --> 00:09:21.940 proof of his capability. Right. But that early 00:09:21.940 --> 00:09:24.500 piece of data reported back to him on that report 00:09:24.500 --> 00:09:27.480 card clearly left a very deep, very personal 00:09:27.480 --> 00:09:31.340 mark. Precisely. And that anecdote just powerfully 00:09:31.340 --> 00:09:33.960 illustrates how a single data point, especially 00:09:33.960 --> 00:09:36.580 one presented early in life during those formative 00:09:36.580 --> 00:09:40.360 years, it can create a deeply ingrained narrative 00:09:40.360 --> 00:09:43.919 that persists, sometimes for a lifetime. regardless 00:09:43.919 --> 00:09:46.740 of later evidence or even contrary personal experience. 00:09:46.799 --> 00:09:49.279 Wow. Think about how many students get labeled, 00:09:49.399 --> 00:09:52.960 maybe subtly, as not good at X very early on. 00:09:53.139 --> 00:09:55.220 Exactly. And how that can limit their ambitions 00:09:55.220 --> 00:09:58.000 or their self -belief for years to come. It highlights 00:09:58.000 --> 00:10:00.379 the deeply personal, potentially long -lasting 00:10:00.379 --> 00:10:02.840 impact of how we collect and share information. 00:10:03.120 --> 00:10:05.039 Especially about someone's developing identity 00:10:05.039 --> 00:10:07.389 and their learning journey. It really underscores 00:10:07.389 --> 00:10:10.370 the profound responsibility that comes with grading, 00:10:10.889 --> 00:10:13.809 assessing, reporting, particularly in education, 00:10:14.049 --> 00:10:16.330 where we are literally shaping lives. Yeah, it's 00:10:16.330 --> 00:10:18.789 not just a number. No. Every time we assign a 00:10:18.789 --> 00:10:20.389 grade or give feedback, we're not just providing 00:10:20.389 --> 00:10:22.549 a score, we're potentially contributing to a 00:10:22.549 --> 00:10:24.470 child's lifelong narrative about themselves. 00:10:24.690 --> 00:10:27.509 Okay, so given how incredibly impactful, maybe 00:10:27.509 --> 00:10:30.370 even permanent, this data can be on an individual, 00:10:31.149 --> 00:10:33.549 who are the gatekeepers? Who ensures these ethical 00:10:33.549 --> 00:10:36.049 standards are actually met? Right. Is there a 00:10:36.049 --> 00:10:39.490 formal process for review? Or is it just, you 00:10:39.490 --> 00:10:41.690 know, left up to individual conscience? Seems 00:10:41.690 --> 00:10:43.889 like really high stakes. Absolutely. There are 00:10:43.889 --> 00:10:46.490 crucial mechanisms in place, thankfully. In larger 00:10:46.490 --> 00:10:49.169 research universities, a foundational and absolutely 00:10:49.169 --> 00:10:52.149 crucial mechanism is the Institutional Review 00:10:52.149 --> 00:10:55.509 Board, the IRB. The IRB. Heard of that. Right. 00:10:55.789 --> 00:10:58.889 Before any data collection begins for any research 00:10:58.889 --> 00:11:01.909 project involving human subjects, detailed proposals 00:11:01.909 --> 00:11:04.389 for that research must be submitted to this board. 00:11:04.539 --> 00:11:08.240 Their role is incredibly meticulous. They scrutinize 00:11:08.240 --> 00:11:10.259 every step of the proposed methods. What are 00:11:10.259 --> 00:11:12.240 they looking for, specifically? Well, not just 00:11:12.240 --> 00:11:14.159 ensuring subjects aren't endangered physically 00:11:14.159 --> 00:11:16.960 or emotionally, though that's primary. They also 00:11:16.960 --> 00:11:19.259 confirm the research design is robust enough 00:11:19.259 --> 00:11:22.200 to actually gather valid data ethically. They 00:11:22.200 --> 00:11:24.960 ask questions like, is the consent process truly 00:11:24.960 --> 00:11:27.559 informed and voluntary? Are the privacy measures 00:11:27.559 --> 00:11:30.299 sufficient? Is the potential benefit of the research 00:11:30.299 --> 00:11:33.059 worth any minimal risk involved? So they really 00:11:33.059 --> 00:11:36.580 weigh the pros and cons. They do. And without 00:11:36.580 --> 00:11:38.899 their conviction that their research is appropriate 00:11:38.899 --> 00:11:41.139 and ethical, that it meets all these rigorous 00:11:41.139 --> 00:11:44.279 standards, it simply cannot proceed. They are 00:11:44.279 --> 00:11:47.399 essentially the ultimate ethical safeguard in 00:11:47.399 --> 00:11:50.220 that academic research setting. So the IRB is 00:11:50.220 --> 00:11:52.159 kind of the ethical bouncer at the door, making 00:11:52.159 --> 00:11:54.720 sure no questionable data collection gets through. 00:11:54.879 --> 00:11:56.980 That's a good way to put it. Yes. Sounds like 00:11:56.980 --> 00:11:59.700 a tough gig. It does. But okay, that's for the 00:11:59.700 --> 00:12:02.659 big formal university research studies. What 00:12:02.659 --> 00:12:06.100 about, say, individual educators? Like a classroom 00:12:06.100 --> 00:12:08.399 teacher doing a small project in their own class. 00:12:09.039 --> 00:12:11.940 Or those action researchers. You mentioned people 00:12:11.940 --> 00:12:14.259 applying research methods to their own practice 00:12:14.259 --> 00:12:16.620 within their own schools. They might not have 00:12:16.620 --> 00:12:19.200 access to a formal IRB. Right, or the resources 00:12:19.200 --> 00:12:21.299 that come with a large institution. Are they 00:12:21.299 --> 00:12:23.480 just on their own then? How do they ensure they're 00:12:23.480 --> 00:12:26.139 being ethical? That's a very practical and important 00:12:26.139 --> 00:12:27.919 question, because you're right, not everyone 00:12:27.919 --> 00:12:31.500 has the luxury of an IRB. While action researchers, 00:12:31.500 --> 00:12:33.879 as you point out, are unlikely to have access 00:12:33.879 --> 00:12:37.580 to such rigorous formal review processes, the 00:12:37.580 --> 00:12:40.759 source strongly advises them to seek out equally 00:12:40.759 --> 00:12:44.259 vital alternative forms of oversight. Alternative 00:12:44.259 --> 00:12:46.899 oversight, like what? Well, it's not about cutting 00:12:46.899 --> 00:12:50.100 corners. It's about adapting the principle of 00:12:50.100 --> 00:12:53.100 ethical review to their specific context. This 00:12:53.100 --> 00:12:55.759 includes having a knowledgeable outsider. An 00:12:55.759 --> 00:12:58.159 outsider. Yeah, someone external to the immediate 00:12:58.159 --> 00:13:00.940 project, maybe a colleague from another school, 00:13:01.379 --> 00:13:04.000 a retired educator, perhaps a community leader 00:13:04.000 --> 00:13:06.220 with relevant expertise, someone who can look 00:13:06.220 --> 00:13:08.740 at it with fresh eyes. They should have that 00:13:08.740 --> 00:13:11.539 person review their methods. And crucially, they 00:13:11.539 --> 00:13:13.779 should involve school administrators in this 00:13:13.779 --> 00:13:15.899 review as well. OK, so getting a second opinion. 00:13:16.000 --> 00:13:18.460 Exactly. It serves as a vital check and balance. 00:13:18.600 --> 00:13:20.720 For instance, an action researcher might ask 00:13:20.720 --> 00:13:22.840 a colleague, a critical friend, to review their 00:13:22.840 --> 00:13:24.480 consent forms. To make sure they're clear for 00:13:24.480 --> 00:13:27.629 parents and students. Precisely. Or to look over 00:13:27.629 --> 00:13:29.470 interview questions to make sure they aren't 00:13:29.470 --> 00:13:32.409 leading or overly personal. They might present 00:13:32.409 --> 00:13:34.610 their data collection plan to their principal, 00:13:35.070 --> 00:13:37.889 outlining how anonymity will be maintained, how 00:13:37.889 --> 00:13:40.350 data will be stored securely. So it provides 00:13:40.350 --> 00:13:42.629 that layer of accountability. It does. It ensures 00:13:42.629 --> 00:13:45.169 the approach is appropriate, ethically sound, 00:13:45.610 --> 00:13:47.629 and respects all the principles we discussed, 00:13:47.950 --> 00:13:50.169 even without a dedicated board overseeing it. 00:13:50.330 --> 00:13:53.049 It's about self -regulation, but with external 00:13:53.049 --> 00:13:55.230 eyes providing that check. OK, that makes a lot 00:13:55.230 --> 00:13:57.850 of sense. So bringing this all together, what 00:13:57.850 --> 00:14:00.590 does this mean for you, our listener, as you 00:14:00.590 --> 00:14:03.250 navigate this world just brimming with data? 00:14:03.389 --> 00:14:06.309 This deep dive into the ethics of data collection, 00:14:06.470 --> 00:14:08.649 especially in education, has really underscored 00:14:08.649 --> 00:14:11.610 a few key things for me. First, those fundamental 00:14:11.610 --> 00:14:15.049 ethical responsibilities. Respect, ensuring privacy, 00:14:15.610 --> 00:14:18.250 the right to withdraw their non -negotiable foundations 00:14:18.250 --> 00:14:20.690 for any data collection. Absolutely. Bedrock 00:14:20.690 --> 00:14:23.570 principles. Second, we've seen how powerful, 00:14:23.809 --> 00:14:25.850 and maybe sometimes permanent, the influence 00:14:25.850 --> 00:14:28.289 of data can be, especially when it's reported 00:14:28.289 --> 00:14:32.080 back to us. How it subtly shapes our self -perception, 00:14:32.539 --> 00:14:35.120 potentially our future paths, whether it's that 00:14:35.120 --> 00:14:38.080 fourth grade grade or a performance metric at 00:14:38.080 --> 00:14:41.159 work today. That lasting echo. Yeah. And finally, 00:14:41.320 --> 00:14:44.139 the vital role of review processes. Whether it's 00:14:44.139 --> 00:14:47.559 a formal IRB in a big institution or those informal 00:14:47.559 --> 00:14:50.659 external reviews for individual educators, they're 00:14:50.659 --> 00:14:52.759 crucial for safeguarding these principles. And 00:14:52.759 --> 00:14:54.919 it really reminds us, doesn't it, that data isn't 00:14:54.919 --> 00:14:57.460 just abstract information or numbers on a spreadsheet. 00:14:57.720 --> 00:15:00.360 No, definitely not. It's deeply interwoven with 00:15:00.360 --> 00:15:03.139 individual experiences, perceptions, even identities, 00:15:03.799 --> 00:15:06.000 particularly within the sensitive context of 00:15:06.000 --> 00:15:08.820 education. Understanding these ethical layers 00:15:08.820 --> 00:15:11.179 helps us all engage with information both when 00:15:11.179 --> 00:15:14.240 we receive it and maybe when we create it with 00:15:14.240 --> 00:15:16.299 greater awareness. And critical thinking. And 00:15:16.299 --> 00:15:18.159 critical thinking, yes. And a much needed sense 00:15:18.159 --> 00:15:20.820 of responsibility. It transforms data from just 00:15:20.820 --> 00:15:22.700 being a commodity into something that demands 00:15:22.700 --> 00:15:25.720 really profound ethical consideration. It influences 00:15:25.720 --> 00:15:28.220 how we see ourselves and others. So here's a 00:15:28.220 --> 00:15:30.139 final thought for you to mull over as you go 00:15:30.139 --> 00:15:32.659 about your day. When you reflect on your own 00:15:32.659 --> 00:15:35.059 educational journey or maybe even your professional 00:15:35.059 --> 00:15:39.330 life now. Can you identify a single piece of 00:15:39.330 --> 00:15:42.750 data, perhaps a grade, a specific comment from 00:15:42.750 --> 00:15:45.389 a teacher or a manager, maybe an assessment result, 00:15:45.889 --> 00:15:48.110 something that was reported back to you? And 00:15:48.110 --> 00:15:50.490 how might that information, looking back, have 00:15:50.490 --> 00:15:53.629 subtly shaped your self -perception, your beliefs 00:15:53.629 --> 00:15:55.889 about your own abilities, or even your path forward 00:15:55.889 --> 00:15:58.070 in life? That's a powerful question. It really 00:15:58.070 --> 00:15:59.970 is. A question about the quiet, sometimes hidden, 00:16:00.090 --> 00:16:02.509 but very real echoes of data in all our personal 00:16:02.509 --> 00:16:02.850 histories.